[segmentation] Add montgomery database

pyproject.toml

@@ -435,7 +435,7 @@ iostar-vessel = "mednet.libs.segmentation.config.data.iostar.vessel"
 iostar-disc = "mednet.libs.segmentation.config.data.iostar.optic_disc"
 
 # montgomery county - cxr
-# montgomery = "mednet.libs.segmentation.config.data.montgomery.default"
+montgomery = "mednet.libs.segmentation.config.data.montgomery.default"
 
 # stare dataset - retinography
 stare = "mednet.libs.segmentation.config.data.stare.ah"

src/mednet/libs/segmentation/config/data/montgomery/datamodule.py

+# SPDX-FileCopyrightText: Copyright © 2024 Idiap Research Institute <contact@idiap.ch>
+#
+# SPDX-License-Identifier: GPL-3.0-or-later
+"""Montgomery DataModule for TB detection."""
+
+import importlib.resources
+import os
+from pathlib import Path
+
+import numpy as np
+import PIL.Image
+import pkg_resources
+import torch
+from mednet.libs.common.data.datamodule import CachingDataModule
+from mednet.libs.common.data.split import JSONDatabaseSplit
+from mednet.libs.common.data.typing import DatabaseSplit, Sample
+from mednet.libs.segmentation.data.typing import (
+    SegmentationRawDataLoader as _SegmentationRawDataLoader,
+)
+from torchvision import tv_tensors
+from torchvision.transforms.functional import to_tensor
+
+from ....utils.rc import load_rc
+
+CONFIGURATION_KEY_DATADIR = "datadir." + (__name__.rsplit(".", 2)[-2])
+"""Key to search for in the configuration file for the root directory of this
+database."""
+
+
+class SegmentationRawDataLoader(_SegmentationRawDataLoader):
+    """A specialized raw-data-loader for the Montgomery dataset."""
+
+    datadir: str
+    """This variable contains the base directory where the database raw data is
+    stored."""
+
+    def __init__(self):
+        self.datadir = load_rc().get(
+            CONFIGURATION_KEY_DATADIR, os.path.realpath(os.curdir)
+        )
+        self._pkg_path = pkg_resources.resource_filename(__name__, "masks")
+
+    def sample(self, sample: tuple[str, str, str]) -> Sample:
+        """Load a single image sample from the disk.
+
+        Parameters
+        ----------
+        sample
+            A tuple containing the path suffix, within the dataset root folder,
+            where to find the image to be loaded, and an integer, representing the
+            sample label.
+
+        Returns
+        -------
+            The sample representation.
+        """
+
+        image = PIL.Image.open(Path(self.datadir) / str(sample[0])).convert(
+            mode="RGB"
+        )
+        tensor = tv_tensors.Image(to_tensor(image))
+
+        # Combine left and right lung masks into a single tensor
+        target = tv_tensors.Image(
+            to_tensor(
+                np.ma.mask_or(
+                    np.asarray(
+                        PIL.Image.open(
+                            Path(self.datadir) / str(sample[1])
+                        ).convert(mode="1", dither=None)
+                    ),
+                    np.asarray(
+                        PIL.Image.open(
+                            Path(self.datadir) / str(sample[2])
+                        ).convert(mode="1", dither=None)
+                    ),
+                )
+            ).float()
+        )
+
+        mask = tv_tensors.Mask(torch.ones_like(target))
+
+        return tensor, dict(target=target, mask=mask, name=sample[0])  # type: ignore[arg-type]
+
+
+def make_split(basename: str) -> DatabaseSplit:
+    """Return a database split for the Montgomery database.
+
+    Parameters
+    ----------
+    basename
+        Name of the .json file containing the split to load.
+
+    Returns
+    -------
+        An instance of DatabaseSplit.
+    """
+
+    return JSONDatabaseSplit(
+        importlib.resources.files(__name__.rsplit(".", 1)[0]).joinpath(basename)
+    )
+
+
+class DataModule(CachingDataModule):
+    """Montgomery DataModule for TB detection.
+
+    The standard digital image database for Tuberculosis was created by the National
+    Library of Medicine, Maryland, USA in collaboration with Shenzhen No.3 People’s
+    Hospital, Guangdong Medical College, Shenzhen, China. The Chest X-rays are from
+
+    * Database reference: [MONTGOMERY-SHENZHEN-2014]_
+    * Original resolution (height x width or width x height): 4020x4892 px or 4892x4020 px
+
+    Data specifications:
+
+    * Raw data input (on disk):
+
+      * PNG images 8 bit grayscale
+      * resolution: fixed to one of the cases above
+
+    * Output image:
+
+      * Transforms:
+
+        * Load raw PNG with :py:mod:`PIL`
+        * Remove black borders
+        * Convert to torch tensor
+        * Torch center cropping to get square image
+
+      * Final specifications
+
+        * Grayscale, encoded as a single plane tensor, 32-bit floats,
+          square at 4020 x 4020 pixels
+        * Labels: 0 (healthy), 1 (active tuberculosis)
+
+    Parameters
+    ----------
+    split_filename
+        Name of the .json file containing the split to load.
+    """
+
+    def __init__(self, split_filename: str):
+        super().__init__(
+            database_split=make_split(split_filename),
+            raw_data_loader=SegmentationRawDataLoader(),
+        )

src/mednet/libs/segmentation/config/data/montgomery/default.json

+{
+ "train": [
+  [
+   "CXR_png/MCUCXR_0393_1.png",
+   "ManualMask/leftMask/MCUCXR_0393_1.png",
+   "ManualMask/rightMask/MCUCXR_0393_1.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0294_1.png",
+   "ManualMask/leftMask/MCUCXR_0294_1.png",
+   "ManualMask/rightMask/MCUCXR_0294_1.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0144_1.png",
+   "ManualMask/leftMask/MCUCXR_0144_1.png",
+   "ManualMask/rightMask/MCUCXR_0144_1.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0383_1.png",
+   "ManualMask/leftMask/MCUCXR_0383_1.png",
+   "ManualMask/rightMask/MCUCXR_0383_1.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0309_1.png",
+   "ManualMask/leftMask/MCUCXR_0309_1.png",
+   "ManualMask/rightMask/MCUCXR_0309_1.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0094_0.png",
+   "ManualMask/leftMask/MCUCXR_0094_0.png",
+   "ManualMask/rightMask/MCUCXR_0094_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0182_1.png",
+   "ManualMask/leftMask/MCUCXR_0182_1.png",
+   "ManualMask/rightMask/MCUCXR_0182_1.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0091_0.png",
+   "ManualMask/leftMask/MCUCXR_0091_0.png",
+   "ManualMask/rightMask/MCUCXR_0091_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0063_0.png",
+   "ManualMask/leftMask/MCUCXR_0063_0.png",
+   "ManualMask/rightMask/MCUCXR_0063_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0023_0.png",
+   "ManualMask/leftMask/MCUCXR_0023_0.png",
+   "ManualMask/rightMask/MCUCXR_0023_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0083_0.png",
+   "ManualMask/leftMask/MCUCXR_0083_0.png",
+   "ManualMask/rightMask/MCUCXR_0083_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0001_0.png",
+   "ManualMask/leftMask/MCUCXR_0001_0.png",
+   "ManualMask/rightMask/MCUCXR_0001_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0113_1.png",
+   "ManualMask/leftMask/MCUCXR_0113_1.png",
+   "ManualMask/rightMask/MCUCXR_0113_1.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0048_0.png",
+   "ManualMask/leftMask/MCUCXR_0048_0.png",
+   "ManualMask/rightMask/MCUCXR_0048_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0086_0.png",
+   "ManualMask/leftMask/MCUCXR_0086_0.png",
+   "ManualMask/rightMask/MCUCXR_0086_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0251_1.png",
+   "ManualMask/leftMask/MCUCXR_0251_1.png",
+   "ManualMask/rightMask/MCUCXR_0251_1.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0027_0.png",
+   "ManualMask/leftMask/MCUCXR_0027_0.png",
+   "ManualMask/rightMask/MCUCXR_0027_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0254_1.png",
+   "ManualMask/leftMask/MCUCXR_0254_1.png",
+   "ManualMask/rightMask/MCUCXR_0254_1.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0017_0.png",
+   "ManualMask/leftMask/MCUCXR_0017_0.png",
+   "ManualMask/rightMask/MCUCXR_0017_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0015_0.png",
+   "ManualMask/leftMask/MCUCXR_0015_0.png",
+   "ManualMask/rightMask/MCUCXR_0015_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0042_0.png",
+   "ManualMask/leftMask/MCUCXR_0042_0.png",
+   "ManualMask/rightMask/MCUCXR_0042_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0101_0.png",
+   "ManualMask/leftMask/MCUCXR_0101_0.png",
+   "ManualMask/rightMask/MCUCXR_0101_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0043_0.png",
+   "ManualMask/leftMask/MCUCXR_0043_0.png",
+   "ManualMask/rightMask/MCUCXR_0043_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0074_0.png",
+   "ManualMask/leftMask/MCUCXR_0074_0.png",
+   "ManualMask/rightMask/MCUCXR_0074_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0375_1.png",
+   "ManualMask/leftMask/MCUCXR_0375_1.png",
+   "ManualMask/rightMask/MCUCXR_0375_1.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0099_0.png",
+   "ManualMask/leftMask/MCUCXR_0099_0.png",
+   "ManualMask/rightMask/MCUCXR_0099_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0104_1.png",
+   "ManualMask/leftMask/MCUCXR_0104_1.png",
+   "ManualMask/rightMask/MCUCXR_0104_1.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0150_1.png",
+   "ManualMask/leftMask/MCUCXR_0150_1.png",
+   "ManualMask/rightMask/MCUCXR_0150_1.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0102_0.png",
+   "ManualMask/leftMask/MCUCXR_0102_0.png",
+   "ManualMask/rightMask/MCUCXR_0102_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0188_1.png",
+   "ManualMask/leftMask/MCUCXR_0188_1.png",
+   "ManualMask/rightMask/MCUCXR_0188_1.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0162_1.png",
+   "ManualMask/leftMask/MCUCXR_0162_1.png",
+   "ManualMask/rightMask/MCUCXR_0162_1.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0195_1.png",
+   "ManualMask/leftMask/MCUCXR_0195_1.png",
+   "ManualMask/rightMask/MCUCXR_0195_1.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0052_0.png",
+   "ManualMask/leftMask/MCUCXR_0052_0.png",
+   "ManualMask/rightMask/MCUCXR_0052_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0070_0.png",
+   "ManualMask/leftMask/MCUCXR_0070_0.png",
+   "ManualMask/rightMask/MCUCXR_0070_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0372_1.png",
+   "ManualMask/leftMask/MCUCXR_0372_1.png",
+   "ManualMask/rightMask/MCUCXR_0372_1.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0089_0.png",
+   "ManualMask/leftMask/MCUCXR_0089_0.png",
+   "ManualMask/rightMask/MCUCXR_0089_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0253_1.png",
+   "ManualMask/leftMask/MCUCXR_0253_1.png",
+   "ManualMask/rightMask/MCUCXR_0253_1.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0092_0.png",
+   "ManualMask/leftMask/MCUCXR_0092_0.png",
+   "ManualMask/rightMask/MCUCXR_0092_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0031_0.png",
+   "ManualMask/leftMask/MCUCXR_0031_0.png",
+   "ManualMask/rightMask/MCUCXR_0031_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0071_0.png",
+   "ManualMask/leftMask/MCUCXR_0071_0.png",
+   "ManualMask/rightMask/MCUCXR_0071_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0228_1.png",
+   "ManualMask/leftMask/MCUCXR_0228_1.png",
+   "ManualMask/rightMask/MCUCXR_0228_1.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0096_0.png",
+   "ManualMask/leftMask/MCUCXR_0096_0.png",
+   "ManualMask/rightMask/MCUCXR_0096_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0141_1.png",
+   "ManualMask/leftMask/MCUCXR_0141_1.png",
+   "ManualMask/rightMask/MCUCXR_0141_1.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0057_0.png",
+   "ManualMask/leftMask/MCUCXR_0057_0.png",
+   "ManualMask/rightMask/MCUCXR_0057_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0126_1.png",
+   "ManualMask/leftMask/MCUCXR_0126_1.png",
+   "ManualMask/rightMask/MCUCXR_0126_1.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0055_0.png",
+   "ManualMask/leftMask/MCUCXR_0055_0.png",
+   "ManualMask/rightMask/MCUCXR_0055_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0005_0.png",
+   "ManualMask/leftMask/MCUCXR_0005_0.png",
+   "ManualMask/rightMask/MCUCXR_0005_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0275_1.png",
+   "ManualMask/leftMask/MCUCXR_0275_1.png",
+   "ManualMask/rightMask/MCUCXR_0275_1.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0311_1.png",
+   "ManualMask/leftMask/MCUCXR_0311_1.png",
+   "ManualMask/rightMask/MCUCXR_0311_1.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0026_0.png",
+   "ManualMask/leftMask/MCUCXR_0026_0.png",
+   "ManualMask/rightMask/MCUCXR_0026_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0350_1.png",
+   "ManualMask/leftMask/MCUCXR_0350_1.png",
+   "ManualMask/rightMask/MCUCXR_0350_1.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0087_0.png",
+   "ManualMask/leftMask/MCUCXR_0087_0.png",
+   "ManualMask/rightMask/MCUCXR_0087_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0035_0.png",
+   "ManualMask/leftMask/MCUCXR_0035_0.png",
+   "ManualMask/rightMask/MCUCXR_0035_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0021_0.png",
+   "ManualMask/leftMask/MCUCXR_0021_0.png",
+   "ManualMask/rightMask/MCUCXR_0021_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0140_1.png",
+   "ManualMask/leftMask/MCUCXR_0140_1.png",
+   "ManualMask/rightMask/MCUCXR_0140_1.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0058_0.png",
+   "ManualMask/leftMask/MCUCXR_0058_0.png",
+   "ManualMask/rightMask/MCUCXR_0058_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0079_0.png",
+   "ManualMask/leftMask/MCUCXR_0079_0.png",
+   "ManualMask/rightMask/MCUCXR_0079_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0002_0.png",
+   "ManualMask/leftMask/MCUCXR_0002_0.png",
+   "ManualMask/rightMask/MCUCXR_0002_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0061_0.png",
+   "ManualMask/leftMask/MCUCXR_0061_0.png",
+   "ManualMask/rightMask/MCUCXR_0061_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0060_0.png",
+   "ManualMask/leftMask/MCUCXR_0060_0.png",
+   "ManualMask/rightMask/MCUCXR_0060_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0331_1.png",
+   "ManualMask/leftMask/MCUCXR_0331_1.png",
+   "ManualMask/rightMask/MCUCXR_0331_1.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0108_1.png",
+   "ManualMask/leftMask/MCUCXR_0108_1.png",
+   "ManualMask/rightMask/MCUCXR_0108_1.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0062_0.png",
+   "ManualMask/leftMask/MCUCXR_0062_0.png",
+   "ManualMask/rightMask/MCUCXR_0062_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0047_0.png",
+   "ManualMask/leftMask/MCUCXR_0047_0.png",
+   "ManualMask/rightMask/MCUCXR_0047_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0080_0.png",
+   "ManualMask/leftMask/MCUCXR_0080_0.png",
+   "ManualMask/rightMask/MCUCXR_0080_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0255_1.png",
+   "ManualMask/leftMask/MCUCXR_0255_1.png",
+   "ManualMask/rightMask/MCUCXR_0255_1.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0338_1.png",
+   "ManualMask/leftMask/MCUCXR_0338_1.png",
+   "ManualMask/rightMask/MCUCXR_0338_1.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0038_0.png",
+   "ManualMask/leftMask/MCUCXR_0038_0.png",
+   "ManualMask/rightMask/MCUCXR_0038_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0289_1.png",
+   "ManualMask/leftMask/MCUCXR_0289_1.png",
+   "ManualMask/rightMask/MCUCXR_0289_1.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0019_0.png",
+   "ManualMask/leftMask/MCUCXR_0019_0.png",
+   "ManualMask/rightMask/MCUCXR_0019_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0029_0.png",
+   "ManualMask/leftMask/MCUCXR_0029_0.png",
+   "ManualMask/rightMask/MCUCXR_0029_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0369_1.png",
+   "ManualMask/leftMask/MCUCXR_0369_1.png",
+   "ManualMask/rightMask/MCUCXR_0369_1.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0399_1.png",
+   "ManualMask/leftMask/MCUCXR_0399_1.png",
+   "ManualMask/rightMask/MCUCXR_0399_1.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0173_1.png",
+   "ManualMask/leftMask/MCUCXR_0173_1.png",
+   "ManualMask/rightMask/MCUCXR_0173_1.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0049_0.png",
+   "ManualMask/leftMask/MCUCXR_0049_0.png",
+   "ManualMask/rightMask/MCUCXR_0049_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0170_1.png",
+   "ManualMask/leftMask/MCUCXR_0170_1.png",
+   "ManualMask/rightMask/MCUCXR_0170_1.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0051_0.png",
+   "ManualMask/leftMask/MCUCXR_0051_0.png",
+   "ManualMask/rightMask/MCUCXR_0051_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0022_0.png",
+   "ManualMask/leftMask/MCUCXR_0022_0.png",
+   "ManualMask/rightMask/MCUCXR_0022_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0028_0.png",
+   "ManualMask/leftMask/MCUCXR_0028_0.png",
+   "ManualMask/rightMask/MCUCXR_0028_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0100_0.png",
+   "ManualMask/leftMask/MCUCXR_0100_0.png",
+   "ManualMask/rightMask/MCUCXR_0100_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0085_0.png",
+   "ManualMask/leftMask/MCUCXR_0085_0.png",
+   "ManualMask/rightMask/MCUCXR_0085_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0095_0.png",
+   "ManualMask/leftMask/MCUCXR_0095_0.png",
+   "ManualMask/rightMask/MCUCXR_0095_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0348_1.png",
+   "ManualMask/leftMask/MCUCXR_0348_1.png",
+   "ManualMask/rightMask/MCUCXR_0348_1.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0194_1.png",
+   "ManualMask/leftMask/MCUCXR_0194_1.png",
+   "ManualMask/rightMask/MCUCXR_0194_1.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0243_1.png",
+   "ManualMask/leftMask/MCUCXR_0243_1.png",
+   "ManualMask/rightMask/MCUCXR_0243_1.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0097_0.png",
+   "ManualMask/leftMask/MCUCXR_0097_0.png",
+   "ManualMask/rightMask/MCUCXR_0097_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0103_0.png",
+   "ManualMask/leftMask/MCUCXR_0103_0.png",
+   "ManualMask/rightMask/MCUCXR_0103_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0301_1.png",
+   "ManualMask/leftMask/MCUCXR_0301_1.png",
+   "ManualMask/rightMask/MCUCXR_0301_1.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0213_1.png",
+   "ManualMask/leftMask/MCUCXR_0213_1.png",
+   "ManualMask/rightMask/MCUCXR_0213_1.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0040_0.png",
+   "ManualMask/leftMask/MCUCXR_0040_0.png",
+   "ManualMask/rightMask/MCUCXR_0040_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0334_1.png",
+   "ManualMask/leftMask/MCUCXR_0334_1.png",
+   "ManualMask/rightMask/MCUCXR_0334_1.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0142_1.png",
+   "ManualMask/leftMask/MCUCXR_0142_1.png",
+   "ManualMask/rightMask/MCUCXR_0142_1.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0203_1.png",
+   "ManualMask/leftMask/MCUCXR_0203_1.png",
+   "ManualMask/rightMask/MCUCXR_0203_1.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0069_0.png",
+   "ManualMask/leftMask/MCUCXR_0069_0.png",
+   "ManualMask/rightMask/MCUCXR_0069_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0013_0.png",
+   "ManualMask/leftMask/MCUCXR_0013_0.png",
+   "ManualMask/rightMask/MCUCXR_0013_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0081_0.png",
+   "ManualMask/leftMask/MCUCXR_0081_0.png",
+   "ManualMask/rightMask/MCUCXR_0081_0.png"
+  ]
+ ],
+ "validation": [
+  [
+   "CXR_png/MCUCXR_0282_1.png",
+   "ManualMask/leftMask/MCUCXR_0282_1.png",
+   "ManualMask/rightMask/MCUCXR_0282_1.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0068_0.png",
+   "ManualMask/leftMask/MCUCXR_0068_0.png",
+   "ManualMask/rightMask/MCUCXR_0068_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0117_1.png",
+   "ManualMask/leftMask/MCUCXR_0117_1.png",
+   "ManualMask/rightMask/MCUCXR_0117_1.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0041_0.png",
+   "ManualMask/leftMask/MCUCXR_0041_0.png",
+   "ManualMask/rightMask/MCUCXR_0041_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0352_1.png",
+   "ManualMask/leftMask/MCUCXR_0352_1.png",
+   "ManualMask/rightMask/MCUCXR_0352_1.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0020_0.png",
+   "ManualMask/leftMask/MCUCXR_0020_0.png",
+   "ManualMask/rightMask/MCUCXR_0020_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0072_0.png",
+   "ManualMask/leftMask/MCUCXR_0072_0.png",
+   "ManualMask/rightMask/MCUCXR_0072_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0059_0.png",
+   "ManualMask/leftMask/MCUCXR_0059_0.png",
+   "ManualMask/rightMask/MCUCXR_0059_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0003_0.png",
+   "ManualMask/leftMask/MCUCXR_0003_0.png",
+   "ManualMask/rightMask/MCUCXR_0003_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0313_1.png",
+   "ManualMask/leftMask/MCUCXR_0313_1.png",
+   "ManualMask/rightMask/MCUCXR_0313_1.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0223_1.png",
+   "ManualMask/leftMask/MCUCXR_0223_1.png",
+   "ManualMask/rightMask/MCUCXR_0223_1.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0006_0.png",
+   "ManualMask/leftMask/MCUCXR_0006_0.png",
+   "ManualMask/rightMask/MCUCXR_0006_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0082_0.png",
+   "ManualMask/leftMask/MCUCXR_0082_0.png",
+   "ManualMask/rightMask/MCUCXR_0082_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0046_0.png",
+   "ManualMask/leftMask/MCUCXR_0046_0.png",
+   "ManualMask/rightMask/MCUCXR_0046_0.png"
+  ]
+ ],
+ "test": [
+  [
+   "CXR_png/MCUCXR_0064_0.png",
+   "ManualMask/leftMask/MCUCXR_0064_0.png",
+   "ManualMask/rightMask/MCUCXR_0064_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0218_1.png",
+   "ManualMask/leftMask/MCUCXR_0218_1.png",
+   "ManualMask/rightMask/MCUCXR_0218_1.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0258_1.png",
+   "ManualMask/leftMask/MCUCXR_0258_1.png",
+   "ManualMask/rightMask/MCUCXR_0258_1.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0264_1.png",
+   "ManualMask/leftMask/MCUCXR_0264_1.png",
+   "ManualMask/rightMask/MCUCXR_0264_1.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0362_1.png",
+   "ManualMask/leftMask/MCUCXR_0362_1.png",
+   "ManualMask/rightMask/MCUCXR_0362_1.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0044_0.png",
+   "ManualMask/leftMask/MCUCXR_0044_0.png",
+   "ManualMask/rightMask/MCUCXR_0044_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0390_1.png",
+   "ManualMask/leftMask/MCUCXR_0390_1.png",
+   "ManualMask/rightMask/MCUCXR_0390_1.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0354_1.png",
+   "ManualMask/leftMask/MCUCXR_0354_1.png",
+   "ManualMask/rightMask/MCUCXR_0354_1.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0316_1.png",
+   "ManualMask/leftMask/MCUCXR_0316_1.png",
+   "ManualMask/rightMask/MCUCXR_0316_1.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0053_0.png",
+   "ManualMask/leftMask/MCUCXR_0053_0.png",
+   "ManualMask/rightMask/MCUCXR_0053_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0166_1.png",
+   "ManualMask/leftMask/MCUCXR_0166_1.png",
+   "ManualMask/rightMask/MCUCXR_0166_1.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0008_0.png",
+   "ManualMask/leftMask/MCUCXR_0008_0.png",
+   "ManualMask/rightMask/MCUCXR_0008_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0084_0.png",
+   "ManualMask/leftMask/MCUCXR_0084_0.png",
+   "ManualMask/rightMask/MCUCXR_0084_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0004_0.png",
+   "ManualMask/leftMask/MCUCXR_0004_0.png",
+   "ManualMask/rightMask/MCUCXR_0004_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0196_1.png",
+   "ManualMask/leftMask/MCUCXR_0196_1.png",
+   "ManualMask/rightMask/MCUCXR_0196_1.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0016_0.png",
+   "ManualMask/leftMask/MCUCXR_0016_0.png",
+   "ManualMask/rightMask/MCUCXR_0016_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0075_0.png",
+   "ManualMask/leftMask/MCUCXR_0075_0.png",
+   "ManualMask/rightMask/MCUCXR_0075_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0056_0.png",
+   "ManualMask/leftMask/MCUCXR_0056_0.png",
+   "ManualMask/rightMask/MCUCXR_0056_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0024_0.png",
+   "ManualMask/leftMask/MCUCXR_0024_0.png",
+   "ManualMask/rightMask/MCUCXR_0024_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0367_1.png",
+   "ManualMask/leftMask/MCUCXR_0367_1.png",
+   "ManualMask/rightMask/MCUCXR_0367_1.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0011_0.png",
+   "ManualMask/leftMask/MCUCXR_0011_0.png",
+   "ManualMask/rightMask/MCUCXR_0011_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0054_0.png",
+   "ManualMask/leftMask/MCUCXR_0054_0.png",
+   "ManualMask/rightMask/MCUCXR_0054_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0090_0.png",
+   "ManualMask/leftMask/MCUCXR_0090_0.png",
+   "ManualMask/rightMask/MCUCXR_0090_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0045_0.png",
+   "ManualMask/leftMask/MCUCXR_0045_0.png",
+   "ManualMask/rightMask/MCUCXR_0045_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0030_0.png",
+   "ManualMask/leftMask/MCUCXR_0030_0.png",
+   "ManualMask/rightMask/MCUCXR_0030_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0077_0.png",
+   "ManualMask/leftMask/MCUCXR_0077_0.png",
+   "ManualMask/rightMask/MCUCXR_0077_0.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0387_1.png",
+   "ManualMask/leftMask/MCUCXR_0387_1.png",
+   "ManualMask/rightMask/MCUCXR_0387_1.png"
+  ],
+  [
+   "CXR_png/MCUCXR_0266_1.png",
+   "ManualMask/leftMask/MCUCXR_0266_1.png",
+   "ManualMask/rightMask/MCUCXR_0266_1.png"
+  ]
+ ]
+}

src/mednet/libs/segmentation/config/data/montgomery/default.py

+# SPDX-FileCopyrightText: Copyright © 2024 Idiap Research Institute <contact@idiap.ch>
+#
+# SPDX-License-Identifier: GPL-3.0-or-later
+"""Montgomery County dataset for Lung Segmentation.
+
+The database includes 58 cases with manifestation of tuberculosis, and 80
+normal cases.  It contains a total of 138 resolution of 4020 x 4892, or
+4892 x 4020. One set of ground-truth lung annotations is available.
+
+* Reference: [MC-2014]_
+* Original resolution (height x width): 4020 x 4892, or 4892 x 4020
+* Configuration resolution: 512 x 512 (after rescaling)
+* Split reference: [GAAL-2020]_
+* Protocol ``default``:
+
+  * Training samples: 96 (including labels)
+  * Validation samples: 14 (including labels)
+  * Test samples: 28 (including labels)
+"""
+
+from mednet.libs.segmentation.config.data.montgomery.datamodule import (
+    DataModule,
+)
+
+datamodule = DataModule("default.json")

src/mednet/libs/segmentation/tests/data/histograms/models/histograms_lwnet_montgomery_default.json

+{
+  "train": [
+    ["CXR_png/MCUCXR_0095_0.png", [60388, 722, 669, 730, 608, 494, 542, 497, 411, 429, 387, 345, 324, 351, 319, 334, 356, 367, 393, 389, 418, 485, 520, 566, 612, 758, 821, 807, 794, 842, 844, 912, 885, 921, 1006, 959, 1018, 1033, 1080, 1219, 1135, 1133, 1092, 1098, 1030, 1129, 1071, 1096, 1184, 1131, 1157, 1179, 1210, 1250, 1327, 1343, 1348, 1394, 1424, 1384, 1402, 1420, 1427, 1431, 1446, 1421, 1385, 1423, 1449, 1303, 1342, 1321, 1300, 1291, 1304, 1289, 1186, 1159, 1164, 1176, 1138, 1074, 1121, 1010, 994, 965, 1020, 950, 925, 975, 930, 998, 935, 935, 910, 954, 909, 846, 897, 822, 787, 845, 783, 774, 723, 767, 809, 726, 764, 731, 769, 734, 739, 751, 722, 768, 726, 788, 834, 750, 729, 735, 693, 708, 676, 765, 778, 710, 793, 826, 810, 805, 810, 855, 859, 858, 844, 859, 900, 854, 896, 884, 817, 846, 838, 799, 869, 789, 829, 797, 869, 832, 850, 897, 874, 865, 863, 866, 885, 908, 941, 893, 941, 938, 996, 945, 925, 977, 1034, 1090, 1144, 1090, 1093, 1120, 1119, 1083, 1132, 1097, 1096, 1118, 1119, 1108, 1142, 1101, 1116, 1061, 1058, 959, 1042, 1086, 1205, 1296, 1306, 1299, 1294, 1329, 1339, 1315, 1304, 1379, 1381, 1335, 1256, 1368, 1471, 1579, 1494, 1430, 1252, 1378, 1286, 1175, 1169, 1189, 1207, 1258, 1299, 1088, 918, 812, 710, 688, 705, 690, 631, 658, 710, 718, 693, 787, 669, 760, 719, 781, 734, 648, 533, 581, 712, 693, 671, 588, 567, 584, 490, 456, 399, 452, 599, 1050, 1332, 286, 18, 40, 480, 282, 60388, 722, 669, 730, 608, 494, 542, 497, 411, 429, 387, 345, 324, 351, 319, 334, 356, 367, 393, 389, 418, 485, 520, 566, 612, 758, 821, 807, 794, 842, 844, 912, 885, 921, 1006, 959, 1018, 1033, 1080, 1219, 1135, 1133, 1092, 1098, 1030, 1129, 1071, 1096, 1184, 1131, 1157, 1179, 1210, 1250, 1327, 1343, 1348, 1394, 1424, 1384, 1402, 1420, 1427, 1431, 1446, 1421, 1385, 1423, 1449, 1303, 1342, 1321, 1300, 1291, 1304, 1289, 1186, 1159, 1164, 1176, 1138, 1074, 1121, 1010, 994, 965, 1020, 950, 925, 975, 930, 998, 935, 935, 910, 954, 909, 846, 897, 822, 787, 845, 783, 774, 723, 767, 809, 726, 764, 731, 769, 734, 739, 751, 722, 768, 726, 788, 834, 750, 729, 735, 693, 708, 676, 765, 778, 710, 793, 826, 810, 805, 810, 855, 859, 858, 844, 859, 900, 854, 896, 884, 817, 846, 838, 799, 869, 789, 829, 797, 869, 832, 850, 897, 874, 865, 863, 866, 885, 908, 941, 893, 941, 938, 996, 945, 925, 977, 1034, 1090, 1144, 1090, 1093, 1120, 1119, 1083, 1132, 1097, 1096, 1118, 1119, 1108, 1142, 1101, 1116, 1061, 1058, 959, 1042, 1086, 1205, 1296, 1306, 1299, 1294, 1329, 1339, 1315, 1304, 1379, 1381, 1335, 1256, 1368, 1471, 1579, 1494, 1430, 1252, 1378, 1286, 1175, 1169, 1189, 1207, 1258, 1299, 1088, 918, 812, 710, 688, 705, 690, 631, 658, 710, 718, 693, 787, 669, 760, 719, 781, 734, 648, 533, 581, 712, 693, 671, 588, 567, 584, 490, 456, 399, 452, 599, 1050, 1332, 286, 18, 40, 480, 282, 60388, 722, 669, 730, 608, 494, 542, 497, 411, 429, 387, 345, 324, 351, 319, 334, 356, 367, 393, 389, 418, 485, 520, 566, 612, 758, 821, 807, 794, 842, 844, 912, 885, 921, 1006, 959, 1018, 1033, 1080, 1219, 1135, 1133, 1092, 1098, 1030, 1129, 1071, 1096, 1184, 1131, 1157, 1179, 1210, 1250, 1327, 1343, 1348, 1394, 1424, 1384, 1402, 1420, 1427, 1431, 1446, 1421, 1385, 1423, 1449, 1303, 1342, 1321, 1300, 1291, 1304, 1289, 1186, 1159, 1164, 1176, 1138, 1074, 1121, 1010, 994, 965, 1020, 950, 925, 975, 930, 998, 935, 935, 910, 954, 909, 846, 897, 822, 787, 845, 783, 774, 723, 767, 809, 726, 764, 731, 769, 734, 739, 751, 722, 768, 726, 788, 834, 750, 729, 735, 693, 708, 676, 765, 778, 710, 793, 826, 810, 805, 810, 855, 859, 858, 844, 859, 900, 854, 896, 884, 817, 846, 838, 799, 869, 789, 829, 797, 869, 832, 850, 897, 874, 865, 863, 866, 885, 908, 941, 893, 941, 938, 996, 945, 925, 977, 1034, 1090, 1144, 1090, 1093, 1120, 1119, 1083, 1132, 1097, 1096, 1118, 1119, 1108, 1142, 1101, 1116, 1061, 1058, 959, 1042, 1086, 1205, 1296, 1306, 1299, 1294, 1329, 1339, 1315, 1304, 1379, 1381, 1335, 1256, 1368, 1471, 1579, 1494, 1430, 1252, 1378, 1286, 1175, 1169, 1189, 1207, 1258, 1299, 1088, 918, 812, 710, 688, 705, 690, 631, 658, 710, 718, 693, 787, 669, 760, 719, 781, 734, 648, 533, 581, 712, 693, 671, 588, 567, 584, 490, 456, 399, 452, 599, 1050, 1332, 286, 18, 40, 480, 282]],
+    ["CXR_png/MCUCXR_0086_0.png", [129382, 562, 448, 445, 299, 231, 341, 291, 220, 237, 198, 174, 163, 190, 151, 193, 154, 174, 179, 247, 293, 329, 394, 431, 470, 526, 553, 575, 546, 479, 504, 499, 548, 576, 585, 613, 579, 645, 709, 713, 675, 681, 693, 672, 650, 630, 698, 656, 662, 643, 691, 674, 659, 664, 654, 633, 636, 601, 637, 604, 621, 587, 619, 631, 593, 612, 617, 601, 590, 535, 545, 570, 571, 582, 571, 559, 606, 571, 541, 533, 553, 520, 473, 516, 485, 494, 505, 473, 526, 563, 521, 553, 520, 523, 464, 567, 553, 547, 558, 528, 554, 521, 491, 484, 489, 449, 508, 441, 458, 463, 450, 497, 480, 477, 477, 474, 453, 515, 490, 447, 473, 512, 475, 526, 555, 529, 544, 540, 555, 569, 550, 612, 566, 621, 584, 609, 635, 626, 647, 660, 657, 607, 627, 592, 617, 611, 576, 646, 617, 705, 760, 733, 730, 719, 704, 641, 610, 633, 673, 636, 587, 609, 622, 666, 679, 658, 583, 570, 621, 626, 747, 809, 838, 806, 758, 853, 874, 843, 879, 980, 1122, 1045, 1022, 1023, 884, 710, 712, 722, 706, 717, 747, 744, 741, 822, 717, 584, 476, 469, 459, 516, 520, 501, 535, 490, 450, 460, 483, 456, 466, 464, 506, 485, 514, 510, 530, 507, 511, 489, 481, 523, 533, 561, 582, 667, 690, 732, 673, 684, 680, 662, 657, 772, 795, 728, 749, 772, 741, 842, 871, 1027, 1053, 1048, 1073, 1393, 1432, 1254, 1517, 1687, 2129, 3902, 6702, 3854, 12, 34, 598, 247, 129382, 562, 448, 445, 299, 231, 341, 291, 220, 237, 198, 174, 163, 190, 151, 193, 154, 174, 179, 247, 293, 329, 394, 431, 470, 526, 553, 575, 546, 479, 504, 499, 548, 576, 585, 613, 579, 645, 709, 713, 675, 681, 693, 672, 650, 630, 698, 656, 662, 643, 691, 674, 659, 664, 654, 633, 636, 601, 637, 604, 621, 587, 619, 631, 593, 612, 617, 601, 590, 535, 545, 570, 571, 582, 571, 559, 606, 571, 541, 533, 553, 520, 473, 516, 485, 494, 505, 473, 526, 563, 521, 553, 520, 523, 464, 567, 553, 547, 558, 528, 554, 521, 491, 484, 489, 449, 508, 441, 458, 463, 450, 497, 480, 477, 477, 474, 453, 515, 490, 447, 473, 512, 475, 526, 555, 529, 544, 540, 555, 569, 550, 612, 566, 621, 584, 609, 635, 626, 647, 660, 657, 607, 627, 592, 617, 611, 576, 646, 617, 705, 760, 733, 730, 719, 704, 641, 610, 633, 673, 636, 587, 609, 622, 666, 679, 658, 583, 570, 621, 626, 747, 809, 838, 806, 758, 853, 874, 843, 879, 980, 1122, 1045, 1022, 1023, 884, 710, 712, 722, 706, 717, 747, 744, 741, 822, 717, 584, 476, 469, 459, 516, 520, 501, 535, 490, 450, 460, 483, 456, 466, 464, 506, 485, 514, 510, 530, 507, 511, 489, 481, 523, 533, 561, 582, 667, 690, 732, 673, 684, 680, 662, 657, 772, 795, 728, 749, 772, 741, 842, 871, 1027, 1053, 1048, 1073, 1393, 1432, 1254, 1517, 1687, 2129, 3902, 6702, 3854, 12, 34, 598, 247, 129382, 562, 448, 445, 299, 231, 341, 291, 220, 237, 198, 174, 163, 190, 151, 193, 154, 174, 179, 247, 293, 329, 394, 431, 470, 526, 553, 575, 546, 479, 504, 499, 548, 576, 585, 613, 579, 645, 709, 713, 675, 681, 693, 672, 650, 630, 698, 656, 662, 643, 691, 674, 659, 664, 654, 633, 636, 601, 637, 604, 621, 587, 619, 631, 593, 612, 617, 601, 590, 535, 545, 570, 571, 582, 571, 559, 606, 571, 541, 533, 553, 520, 473, 516, 485, 494, 505, 473, 526, 563, 521, 553, 520, 523, 464, 567, 553, 547, 558, 528, 554, 521, 491, 484, 489, 449, 508, 441, 458, 463, 450, 497, 480, 477, 477, 474, 453, 515, 490, 447, 473, 512, 475, 526, 555, 529, 544, 540, 555, 569, 550, 612, 566, 621, 584, 609, 635, 626, 647, 660, 657, 607, 627, 592, 617, 611, 576, 646, 617, 705, 760, 733, 730, 719, 704, 641, 610, 633, 673, 636, 587, 609, 622, 666, 679, 658, 583, 570, 621, 626, 747, 809, 838, 806, 758, 853, 874, 843, 879, 980, 1122, 1045, 1022, 1023, 884, 710, 712, 722, 706, 717, 747, 744, 741, 822, 717, 584, 476, 469, 459, 516, 520, 501, 535, 490, 450, 460, 483, 456, 466, 464, 506, 485, 514, 510, 530, 507, 511, 489, 481, 523, 533, 561, 582, 667, 690, 732, 673, 684, 680, 662, 657, 772, 795, 728, 749, 772, 741, 842, 871, 1027, 1053, 1048, 1073, 1393, 1432, 1254, 1517, 1687, 2129, 3902, 6702, 3854, 12, 34, 598, 247]],
+    ["CXR_png/MCUCXR_0383_1.png", [127859, 4384, 366, 432, 436, 381, 439, 382, 298, 327, 296, 264, 255, 272, 249, 280, 284, 300, 328, 346, 370, 394, 437, 479, 515, 490, 476, 464, 483, 506, 535, 570, 551, 548, 617, 697, 662, 654, 702, 758, 753, 745, 725, 756, 748, 758, 757, 805, 835, 736, 713, 707, 703, 820, 646, 657, 609, 625, 631, 581, 615, 577, 556, 576, 496, 524, 523, 503, 506, 503, 566, 540, 563, 544, 565, 529, 560, 611, 605, 549, 598, 581, 543, 512, 529, 537, 490, 534, 526, 462, 441, 476, 484, 504, 519, 512, 516, 473, 511, 516, 535, 505, 518, 526, 580, 551, 567, 516, 516, 554, 571, 573, 543, 540, 548, 559, 522, 547, 505, 490, 482, 498, 566, 534, 538, 625, 620, 620, 609, 617, 631, 670, 696, 695, 733, 735, 754, 787, 760, 815, 799, 853, 853, 816, 869, 828, 831, 798, 855, 812, 769, 790, 879, 856, 1052, 1026, 1053, 962, 886, 828, 811, 825, 805, 791, 825, 736, 756, 727, 730, 780, 774, 723, 716, 651, 699, 642, 627, 658, 725, 694, 663, 759, 805, 658, 737, 796, 909, 878, 771, 689, 688, 685, 693, 675, 708, 708, 704, 670, 695, 693, 678, 725, 603, 579, 584, 626, 665, 685, 663, 626, 564, 535, 532, 544, 578, 667, 663, 700, 690, 662, 681, 763, 784, 724, 696, 738, 736, 722, 647, 717, 709, 793, 807, 859, 870, 814, 691, 704, 776, 799, 873, 1021, 709, 731, 865, 907, 1203, 1450, 1550, 2067, 1104, 238, 6, 6, 412, 79, 127859, 4384, 366, 432, 436, 381, 439, 382, 298, 327, 296, 264, 255, 272, 249, 280, 284, 300, 328, 346, 370, 394, 437, 479, 515, 490, 476, 464, 483, 506, 535, 570, 551, 548, 617, 697, 662, 654, 702, 758, 753, 745, 725, 756, 748, 758, 757, 805, 835, 736, 713, 707, 703, 820, 646, 657, 609, 625, 631, 581, 615, 577, 556, 576, 496, 524, 523, 503, 506, 503, 566, 540, 563, 544, 565, 529, 560, 611, 605, 549, 598, 581, 543, 512, 529, 537, 490, 534, 526, 462, 441, 476, 484, 504, 519, 512, 516, 473, 511, 516, 535, 505, 518, 526, 580, 551, 567, 516, 516, 554, 571, 573, 543, 540, 548, 559, 522, 547, 505, 490, 482, 498, 566, 534, 538, 625, 620, 620, 609, 617, 631, 670, 696, 695, 733, 735, 754, 787, 760, 815, 799, 853, 853, 816, 869, 828, 831, 798, 855, 812, 769, 790, 879, 856, 1052, 1026, 1053, 962, 886, 828, 811, 825, 805, 791, 825, 736, 756, 727, 730, 780, 774, 723, 716, 651, 699, 642, 627, 658, 725, 694, 663, 759, 805, 658, 737, 796, 909, 878, 771, 689, 688, 685, 693, 675, 708, 708, 704, 670, 695, 693, 678, 725, 603, 579, 584, 626, 665, 685, 663, 626, 564, 535, 532, 544, 578, 667, 663, 700, 690, 662, 681, 763, 784, 724, 696, 738, 736, 722, 647, 717, 709, 793, 807, 859, 870, 814, 691, 704, 776, 799, 873, 1021, 709, 731, 865, 907, 1203, 1450, 1550, 2067, 1104, 238, 6, 6, 412, 79, 127859, 4384, 366, 432, 436, 381, 439, 382, 298, 327, 296, 264, 255, 272, 249, 280, 284, 300, 328, 346, 370, 394, 437, 479, 515, 490, 476, 464, 483, 506, 535, 570, 551, 548, 617, 697, 662, 654, 702, 758, 753, 745, 725, 756, 748, 758, 757, 805, 835, 736, 713, 707, 703, 820, 646, 657, 609, 625, 631, 581, 615, 577, 556, 576, 496, 524, 523, 503, 506, 503, 566, 540, 563, 544, 565, 529, 560, 611, 605, 549, 598, 581, 543, 512, 529, 537, 490, 534, 526, 462, 441, 476, 484, 504, 519, 512, 516, 473, 511, 516, 535, 505, 518, 526, 580, 551, 567, 516, 516, 554, 571, 573, 543, 540, 548, 559, 522, 547, 505, 490, 482, 498, 566, 534, 538, 625, 620, 620, 609, 617, 631, 670, 696, 695, 733, 735, 754, 787, 760, 815, 799, 853, 853, 816, 869, 828, 831, 798, 855, 812, 769, 790, 879, 856, 1052, 1026, 1053, 962, 886, 828, 811, 825, 805, 791, 825, 736, 756, 727, 730, 780, 774, 723, 716, 651, 699, 642, 627, 658, 725, 694, 663, 759, 805, 658, 737, 796, 909, 878, 771, 689, 688, 685, 693, 675, 708, 708, 704, 670, 695, 693, 678, 725, 603, 579, 584, 626, 665, 685, 663, 626, 564, 535, 532, 544, 578, 667, 663, 700, 690, 662, 681, 763, 784, 724, 696, 738, 736, 722, 647, 717, 709, 793, 807, 859, 870, 814, 691, 704, 776, 799, 873, 1021, 709, 731, 865, 907, 1203, 1450, 1550, 2067, 1104, 238, 6, 6, 412, 79]],
+    ["CXR_png/MCUCXR_0013_0.png", [58047, 589, 662, 760, 660, 430, 494, 441, 301, 296, 268, 239, 235, 231, 224, 208, 223, 262, 327, 363, 385, 426, 452, 516, 556, 555, 609, 649, 679, 768, 850, 864, 846, 836, 854, 865, 960, 893, 942, 937, 917, 919, 947, 939, 905, 1003, 978, 949, 977, 949, 891, 868, 843, 859, 813, 803, 796, 755, 797, 778, 782, 730, 806, 781, 822, 739, 704, 733, 689, 714, 700, 725, 697, 688, 658, 733, 679, 667, 633, 615, 647, 640, 640, 626, 685, 681, 677, 702, 678, 601, 636, 604, 644, 622, 608, 588, 591, 640, 615, 636, 602, 599, 541, 532, 547, 598, 555, 514, 532, 549, 450, 563, 508, 523, 563, 638, 679, 619, 616, 652, 604, 624, 577, 624, 604, 665, 638, 686, 697, 626, 650, 670, 696, 659, 786, 804, 826, 785, 742, 829, 796, 790, 747, 759, 793, 783, 828, 852, 855, 815, 789, 936, 996, 956, 1050, 1030, 1042, 1060, 1014, 1057, 1048, 1023, 1058, 952, 1025, 1065, 1098, 1079, 1040, 1113, 1122, 1180, 1257, 1206, 1219, 1220, 1157, 1103, 1133, 1087, 1069, 1022, 1108, 1142, 1104, 1188, 1224, 1155, 1114, 1077, 1023, 1039, 1054, 1000, 964, 970, 1017, 966, 1001, 951, 880, 870, 924, 854, 828, 829, 753, 785, 822, 767, 762, 709, 761, 701, 709, 714, 737, 727, 755, 781, 819, 830, 910, 853, 910, 933, 953, 950, 1006, 1085, 1098, 993, 1152, 1392, 1082, 1037, 1103, 1122, 1047, 1246, 1348, 1794, 1952, 1832, 1823, 1947, 1914, 2319, 3348, 6361, 13655, 9660, 17, 18, 445, 377, 58047, 589, 662, 760, 660, 430, 494, 441, 301, 296, 268, 239, 235, 231, 224, 208, 223, 262, 327, 363, 385, 426, 452, 516, 556, 555, 609, 649, 679, 768, 850, 864, 846, 836, 854, 865, 960, 893, 942, 937, 917, 919, 947, 939, 905, 1003, 978, 949, 977, 949, 891, 868, 843, 859, 813, 803, 796, 755, 797, 778, 782, 730, 806, 781, 822, 739, 704, 733, 689, 714, 700, 725, 697, 688, 658, 733, 679, 667, 633, 615, 647, 640, 640, 626, 685, 681, 677, 702, 678, 601, 636, 604, 644, 622, 608, 588, 591, 640, 615, 636, 602, 599, 541, 532, 547, 598, 555, 514, 532, 549, 450, 563, 508, 523, 563, 638, 679, 619, 616, 652, 604, 624, 577, 624, 604, 665, 638, 686, 697, 626, 650, 670, 696, 659, 786, 804, 826, 785, 742, 829, 796, 790, 747, 759, 793, 783, 828, 852, 855, 815, 789, 936, 996, 956, 1050, 1030, 1042, 1060, 1014, 1057, 1048, 1023, 1058, 952, 1025, 1065, 1098, 1079, 1040, 1113, 1122, 1180, 1257, 1206, 1219, 1220, 1157, 1103, 1133, 1087, 1069, 1022, 1108, 1142, 1104, 1188, 1224, 1155, 1114, 1077, 1023, 1039, 1054, 1000, 964, 970, 1017, 966, 1001, 951, 880, 870, 924, 854, 828, 829, 753, 785, 822, 767, 762, 709, 761, 701, 709, 714, 737, 727, 755, 781, 819, 830, 910, 853, 910, 933, 953, 950, 1006, 1085, 1098, 993, 1152, 1392, 1082, 1037, 1103, 1122, 1047, 1246, 1348, 1794, 1952, 1832, 1823, 1947, 1914, 2319, 3348, 6361, 13655, 9660, 17, 18, 445, 377, 58047, 589, 662, 760, 660, 430, 494, 441, 301, 296, 268, 239, 235, 231, 224, 208, 223, 262, 327, 363, 385, 426, 452, 516, 556, 555, 609, 649, 679, 768, 850, 864, 846, 836, 854, 865, 960, 893, 942, 937, 917, 919, 947, 939, 905, 1003, 978, 949, 977, 949, 891, 868, 843, 859, 813, 803, 796, 755, 797, 778, 782, 730, 806, 781, 822, 739, 704, 733, 689, 714, 700, 725, 697, 688, 658, 733, 679, 667, 633, 615, 647, 640, 640, 626, 685, 681, 677, 702, 678, 601, 636, 604, 644, 622, 608, 588, 591, 640, 615, 636, 602, 599, 541, 532, 547, 598, 555, 514, 532, 549, 450, 563, 508, 523, 563, 638, 679, 619, 616, 652, 604, 624, 577, 624, 604, 665, 638, 686, 697, 626, 650, 670, 696, 659, 786, 804, 826, 785, 742, 829, 796, 790, 747, 759, 793, 783, 828, 852, 855, 815, 789, 936, 996, 956, 1050, 1030, 1042, 1060, 1014, 1057, 1048, 1023, 1058, 952, 1025, 1065, 1098, 1079, 1040, 1113, 1122, 1180, 1257, 1206, 1219, 1220, 1157, 1103, 1133, 1087, 1069, 1022, 1108, 1142, 1104, 1188, 1224, 1155, 1114, 1077, 1023, 1039, 1054, 1000, 964, 970, 1017, 966, 1001, 951, 880, 870, 924, 854, 828, 829, 753, 785, 822, 767, 762, 709, 761, 701, 709, 714, 737, 727, 755, 781, 819, 830, 910, 853, 910, 933, 953, 950, 1006, 1085, 1098, 993, 1152, 1392, 1082, 1037, 1103, 1122, 1047, 1246, 1348, 1794, 1952, 1832, 1823, 1947, 1914, 2319, 3348, 6361, 13655, 9660, 17, 18, 445, 377]],
+    ["CXR_png/MCUCXR_0089_0.png", [53676, 166, 108, 137, 132, 121, 126, 133, 130, 108, 115, 98, 103, 81, 85, 83, 85, 111, 159, 192, 214, 321, 370, 400, 509, 629, 671, 623, 683, 726, 736, 784, 846, 809, 764, 873, 893, 926, 960, 981, 1100, 1136, 1117, 1132, 1188, 1208, 1222, 1247, 1220, 1330, 1422, 1329, 1468, 1446, 1448, 1518, 1600, 1590, 1561, 1539, 1422, 1523, 1445, 1345, 1386, 1272, 1277, 1297, 1310, 1195, 1182, 1252, 1191, 1182, 1143, 1067, 1170, 1171, 1194, 1153, 1182, 1077, 1106, 1049, 1032, 1075, 1044, 992, 977, 920, 913, 889, 817, 771, 756, 693, 709, 724, 716, 749, 683, 701, 682, 666, 644, 683, 726, 711, 710, 688, 696, 674, 693, 685, 700, 663, 678, 619, 655, 695, 594, 603, 592, 585, 630, 624, 587, 636, 584, 616, 576, 533, 624, 593, 585, 556, 562, 576, 593, 693, 602, 664, 661, 644, 609, 687, 640, 640, 727, 702, 698, 717, 814, 811, 842, 778, 768, 726, 717, 684, 749, 776, 751, 778, 778, 839, 840, 892, 936, 947, 999, 992, 891, 950, 1022, 1023, 1062, 931, 1033, 1014, 994, 1048, 1044, 1096, 1141, 1149, 1213, 1368, 1297, 1233, 1185, 1236, 1286, 1338, 1434, 1504, 1550, 1532, 1658, 1786, 1862, 1771, 1831, 1894, 2080, 2062, 1614, 1434, 1263, 1333, 1467, 1476, 1309, 1183, 1103, 1209, 1261, 1244, 1265, 1047, 1124, 1088, 1039, 1023, 870, 957, 894, 835, 901, 921, 862, 1020, 1168, 1218, 1036, 947, 838, 837, 1036, 1075, 1182, 1374, 1186, 1176, 1080, 961, 1242, 1631, 1837, 4556, 4566, 921, 12, 21, 460, 458, 53676, 166, 108, 137, 132, 121, 126, 133, 130, 108, 115, 98, 103, 81, 85, 83, 85, 111, 159, 192, 214, 321, 370, 400, 509, 629, 671, 623, 683, 726, 736, 784, 846, 809, 764, 873, 893, 926, 960, 981, 1100, 1136, 1117, 1132, 1188, 1208, 1222, 1247, 1220, 1330, 1422, 1329, 1468, 1446, 1448, 1518, 1600, 1590, 1561, 1539, 1422, 1523, 1445, 1345, 1386, 1272, 1277, 1297, 1310, 1195, 1182, 1252, 1191, 1182, 1143, 1067, 1170, 1171, 1194, 1153, 1182, 1077, 1106, 1049, 1032, 1075, 1044, 992, 977, 920, 913, 889, 817, 771, 756, 693, 709, 724, 716, 749, 683, 701, 682, 666, 644, 683, 726, 711, 710, 688, 696, 674, 693, 685, 700, 663, 678, 619, 655, 695, 594, 603, 592, 585, 630, 624, 587, 636, 584, 616, 576, 533, 624, 593, 585, 556, 562, 576, 593, 693, 602, 664, 661, 644, 609, 687, 640, 640, 727, 702, 698, 717, 814, 811, 842, 778, 768, 726, 717, 684, 749, 776, 751, 778, 778, 839, 840, 892, 936, 947, 999, 992, 891, 950, 1022, 1023, 1062, 931, 1033, 1014, 994, 1048, 1044, 1096, 1141, 1149, 1213, 1368, 1297, 1233, 1185, 1236, 1286, 1338, 1434, 1504, 1550, 1532, 1658, 1786, 1862, 1771, 1831, 1894, 2080, 2062, 1614, 1434, 1263, 1333, 1467, 1476, 1309, 1183, 1103, 1209, 1261, 1244, 1265, 1047, 1124, 1088, 1039, 1023, 870, 957, 894, 835, 901, 921, 862, 1020, 1168, 1218, 1036, 947, 838, 837, 1036, 1075, 1182, 1374, 1186, 1176, 1080, 961, 1242, 1631, 1837, 4556, 4566, 921, 12, 21, 460, 458, 53676, 166, 108, 137, 132, 121, 126, 133, 130, 108, 115, 98, 103, 81, 85, 83, 85, 111, 159, 192, 214, 321, 370, 400, 509, 629, 671, 623, 683, 726, 736, 784, 846, 809, 764, 873, 893, 926, 960, 981, 1100, 1136, 1117, 1132, 1188, 1208, 1222, 1247, 1220, 1330, 1422, 1329, 1468, 1446, 1448, 1518, 1600, 1590, 1561, 1539, 1422, 1523, 1445, 1345, 1386, 1272, 1277, 1297, 1310, 1195, 1182, 1252, 1191, 1182, 1143, 1067, 1170, 1171, 1194, 1153, 1182, 1077, 1106, 1049, 1032, 1075, 1044, 992, 977, 920, 913, 889, 817, 771, 756, 693, 709, 724, 716, 749, 683, 701, 682, 666, 644, 683, 726, 711, 710, 688, 696, 674, 693, 685, 700, 663, 678, 619, 655, 695, 594, 603, 592, 585, 630, 624, 587, 636, 584, 616, 576, 533, 624, 593, 585, 556, 562, 576, 593, 693, 602, 664, 661, 644, 609, 687, 640, 640, 727, 702, 698, 717, 814, 811, 842, 778, 768, 726, 717, 684, 749, 776, 751, 778, 778, 839, 840, 892, 936, 947, 999, 992, 891, 950, 1022, 1023, 1062, 931, 1033, 1014, 994, 1048, 1044, 1096, 1141, 1149, 1213, 1368, 1297, 1233, 1185, 1236, 1286, 1338, 1434, 1504, 1550, 1532, 1658, 1786, 1862, 1771, 1831, 1894, 2080, 2062, 1614, 1434, 1263, 1333, 1467, 1476, 1309, 1183, 1103, 1209, 1261, 1244, 1265, 1047, 1124, 1088, 1039, 1023, 870, 957, 894, 835, 901, 921, 862, 1020, 1168, 1218, 1036, 947, 838, 837, 1036, 1075, 1182, 1374, 1186, 1176, 1080, 961, 1242, 1631, 1837, 4556, 4566, 921, 12, 21, 460, 458]]
+  ],
+  "validation": [
+    ["CXR_png/MCUCXR_0041_0.png", [132530, 14246, 2239, 1077, 867, 684, 739, 688, 598, 576, 600, 531, 500, 498, 518, 571, 603, 659, 671, 675, 630, 704, 758, 887, 896, 928, 888, 989, 973, 1103, 1075, 1135, 1159, 1208, 1156, 1209, 1168, 1131, 1143, 1130, 1092, 1144, 1086, 1055, 1071, 1004, 1038, 980, 987, 992, 901, 881, 860, 863, 819, 827, 724, 758, 775, 654, 700, 696, 626, 605, 606, 575, 596, 592, 602, 618, 577, 579, 599, 618, 612, 660, 601, 598, 640, 656, 696, 707, 702, 641, 650, 657, 644, 652, 639, 643, 611, 619, 688, 620, 678, 723, 753, 819, 822, 928, 992, 975, 929, 954, 912, 893, 904, 943, 864, 875, 852, 876, 851, 867, 888, 813, 843, 773, 772, 823, 855, 746, 768, 783, 751, 702, 714, 676, 675, 672, 624, 597, 586, 626, 561, 527, 490, 488, 470, 520, 482, 485, 465, 475, 452, 471, 475, 451, 491, 463, 472, 421, 397, 427, 387, 367, 358, 365, 403, 354, 351, 329, 356, 368, 355, 400, 394, 373, 430, 415, 453, 412, 434, 366, 345, 340, 363, 357, 391, 420, 417, 384, 360, 429, 429, 359, 415, 336, 377, 384, 356, 429, 498, 537, 491, 536, 667, 637, 712, 759, 775, 823, 877, 948, 771, 622, 636, 644, 701, 648, 612, 583, 475, 450, 373, 329, 333, 282, 189, 146, 147, 128, 139, 155, 101, 77, 131, 90, 88, 93, 62, 81, 96, 69, 111, 73, 71, 95, 57, 91, 94, 69, 92, 64, 61, 73, 51, 52, 34, 8, 7, 9, 11, 18, 358, 409, 132530, 14246, 2239, 1077, 867, 684, 739, 688, 598, 576, 600, 531, 500, 498, 518, 571, 603, 659, 671, 675, 630, 704, 758, 887, 896, 928, 888, 989, 973, 1103, 1075, 1135, 1159, 1208, 1156, 1209, 1168, 1131, 1143, 1130, 1092, 1144, 1086, 1055, 1071, 1004, 1038, 980, 987, 992, 901, 881, 860, 863, 819, 827, 724, 758, 775, 654, 700, 696, 626, 605, 606, 575, 596, 592, 602, 618, 577, 579, 599, 618, 612, 660, 601, 598, 640, 656, 696, 707, 702, 641, 650, 657, 644, 652, 639, 643, 611, 619, 688, 620, 678, 723, 753, 819, 822, 928, 992, 975, 929, 954, 912, 893, 904, 943, 864, 875, 852, 876, 851, 867, 888, 813, 843, 773, 772, 823, 855, 746, 768, 783, 751, 702, 714, 676, 675, 672, 624, 597, 586, 626, 561, 527, 490, 488, 470, 520, 482, 485, 465, 475, 452, 471, 475, 451, 491, 463, 472, 421, 397, 427, 387, 367, 358, 365, 403, 354, 351, 329, 356, 368, 355, 400, 394, 373, 430, 415, 453, 412, 434, 366, 345, 340, 363, 357, 391, 420, 417, 384, 360, 429, 429, 359, 415, 336, 377, 384, 356, 429, 498, 537, 491, 536, 667, 637, 712, 759, 775, 823, 877, 948, 771, 622, 636, 644, 701, 648, 612, 583, 475, 450, 373, 329, 333, 282, 189, 146, 147, 128, 139, 155, 101, 77, 131, 90, 88, 93, 62, 81, 96, 69, 111, 73, 71, 95, 57, 91, 94, 69, 92, 64, 61, 73, 51, 52, 34, 8, 7, 9, 11, 18, 358, 409, 132530, 14246, 2239, 1077, 867, 684, 739, 688, 598, 576, 600, 531, 500, 498, 518, 571, 603, 659, 671, 675, 630, 704, 758, 887, 896, 928, 888, 989, 973, 1103, 1075, 1135, 1159, 1208, 1156, 1209, 1168, 1131, 1143, 1130, 1092, 1144, 1086, 1055, 1071, 1004, 1038, 980, 987, 992, 901, 881, 860, 863, 819, 827, 724, 758, 775, 654, 700, 696, 626, 605, 606, 575, 596, 592, 602, 618, 577, 579, 599, 618, 612, 660, 601, 598, 640, 656, 696, 707, 702, 641, 650, 657, 644, 652, 639, 643, 611, 619, 688, 620, 678, 723, 753, 819, 822, 928, 992, 975, 929, 954, 912, 893, 904, 943, 864, 875, 852, 876, 851, 867, 888, 813, 843, 773, 772, 823, 855, 746, 768, 783, 751, 702, 714, 676, 675, 672, 624, 597, 586, 626, 561, 527, 490, 488, 470, 520, 482, 485, 465, 475, 452, 471, 475, 451, 491, 463, 472, 421, 397, 427, 387, 367, 358, 365, 403, 354, 351, 329, 356, 368, 355, 400, 394, 373, 430, 415, 453, 412, 434, 366, 345, 340, 363, 357, 391, 420, 417, 384, 360, 429, 429, 359, 415, 336, 377, 384, 356, 429, 498, 537, 491, 536, 667, 637, 712, 759, 775, 823, 877, 948, 771, 622, 636, 644, 701, 648, 612, 583, 475, 450, 373, 329, 333, 282, 189, 146, 147, 128, 139, 155, 101, 77, 131, 90, 88, 93, 62, 81, 96, 69, 111, 73, 71, 95, 57, 91, 94, 69, 92, 64, 61, 73, 51, 52, 34, 8, 7, 9, 11, 18, 358, 409]],
+    ["CXR_png/MCUCXR_0041_0.png", [132530, 14246, 2239, 1077, 867, 684, 739, 688, 598, 576, 600, 531, 500, 498, 518, 571, 603, 659, 671, 675, 630, 704, 758, 887, 896, 928, 888, 989, 973, 1103, 1075, 1135, 1159, 1208, 1156, 1209, 1168, 1131, 1143, 1130, 1092, 1144, 1086, 1055, 1071, 1004, 1038, 980, 987, 992, 901, 881, 860, 863, 819, 827, 724, 758, 775, 654, 700, 696, 626, 605, 606, 575, 596, 592, 602, 618, 577, 579, 599, 618, 612, 660, 601, 598, 640, 656, 696, 707, 702, 641, 650, 657, 644, 652, 639, 643, 611, 619, 688, 620, 678, 723, 753, 819, 822, 928, 992, 975, 929, 954, 912, 893, 904, 943, 864, 875, 852, 876, 851, 867, 888, 813, 843, 773, 772, 823, 855, 746, 768, 783, 751, 702, 714, 676, 675, 672, 624, 597, 586, 626, 561, 527, 490, 488, 470, 520, 482, 485, 465, 475, 452, 471, 475, 451, 491, 463, 472, 421, 397, 427, 387, 367, 358, 365, 403, 354, 351, 329, 356, 368, 355, 400, 394, 373, 430, 415, 453, 412, 434, 366, 345, 340, 363, 357, 391, 420, 417, 384, 360, 429, 429, 359, 415, 336, 377, 384, 356, 429, 498, 537, 491, 536, 667, 637, 712, 759, 775, 823, 877, 948, 771, 622, 636, 644, 701, 648, 612, 583, 475, 450, 373, 329, 333, 282, 189, 146, 147, 128, 139, 155, 101, 77, 131, 90, 88, 93, 62, 81, 96, 69, 111, 73, 71, 95, 57, 91, 94, 69, 92, 64, 61, 73, 51, 52, 34, 8, 7, 9, 11, 18, 358, 409, 132530, 14246, 2239, 1077, 867, 684, 739, 688, 598, 576, 600, 531, 500, 498, 518, 571, 603, 659, 671, 675, 630, 704, 758, 887, 896, 928, 888, 989, 973, 1103, 1075, 1135, 1159, 1208, 1156, 1209, 1168, 1131, 1143, 1130, 1092, 1144, 1086, 1055, 1071, 1004, 1038, 980, 987, 992, 901, 881, 860, 863, 819, 827, 724, 758, 775, 654, 700, 696, 626, 605, 606, 575, 596, 592, 602, 618, 577, 579, 599, 618, 612, 660, 601, 598, 640, 656, 696, 707, 702, 641, 650, 657, 644, 652, 639, 643, 611, 619, 688, 620, 678, 723, 753, 819, 822, 928, 992, 975, 929, 954, 912, 893, 904, 943, 864, 875, 852, 876, 851, 867, 888, 813, 843, 773, 772, 823, 855, 746, 768, 783, 751, 702, 714, 676, 675, 672, 624, 597, 586, 626, 561, 527, 490, 488, 470, 520, 482, 485, 465, 475, 452, 471, 475, 451, 491, 463, 472, 421, 397, 427, 387, 367, 358, 365, 403, 354, 351, 329, 356, 368, 355, 400, 394, 373, 430, 415, 453, 412, 434, 366, 345, 340, 363, 357, 391, 420, 417, 384, 360, 429, 429, 359, 415, 336, 377, 384, 356, 429, 498, 537, 491, 536, 667, 637, 712, 759, 775, 823, 877, 948, 771, 622, 636, 644, 701, 648, 612, 583, 475, 450, 373, 329, 333, 282, 189, 146, 147, 128, 139, 155, 101, 77, 131, 90, 88, 93, 62, 81, 96, 69, 111, 73, 71, 95, 57, 91, 94, 69, 92, 64, 61, 73, 51, 52, 34, 8, 7, 9, 11, 18, 358, 409, 132530, 14246, 2239, 1077, 867, 684, 739, 688, 598, 576, 600, 531, 500, 498, 518, 571, 603, 659, 671, 675, 630, 704, 758, 887, 896, 928, 888, 989, 973, 1103, 1075, 1135, 1159, 1208, 1156, 1209, 1168, 1131, 1143, 1130, 1092, 1144, 1086, 1055, 1071, 1004, 1038, 980, 987, 992, 901, 881, 860, 863, 819, 827, 724, 758, 775, 654, 700, 696, 626, 605, 606, 575, 596, 592, 602, 618, 577, 579, 599, 618, 612, 660, 601, 598, 640, 656, 696, 707, 702, 641, 650, 657, 644, 652, 639, 643, 611, 619, 688, 620, 678, 723, 753, 819, 822, 928, 992, 975, 929, 954, 912, 893, 904, 943, 864, 875, 852, 876, 851, 867, 888, 813, 843, 773, 772, 823, 855, 746, 768, 783, 751, 702, 714, 676, 675, 672, 624, 597, 586, 626, 561, 527, 490, 488, 470, 520, 482, 485, 465, 475, 452, 471, 475, 451, 491, 463, 472, 421, 397, 427, 387, 367, 358, 365, 403, 354, 351, 329, 356, 368, 355, 400, 394, 373, 430, 415, 453, 412, 434, 366, 345, 340, 363, 357, 391, 420, 417, 384, 360, 429, 429, 359, 415, 336, 377, 384, 356, 429, 498, 537, 491, 536, 667, 637, 712, 759, 775, 823, 877, 948, 771, 622, 636, 644, 701, 648, 612, 583, 475, 450, 373, 329, 333, 282, 189, 146, 147, 128, 139, 155, 101, 77, 131, 90, 88, 93, 62, 81, 96, 69, 111, 73, 71, 95, 57, 91, 94, 69, 92, 64, 61, 73, 51, 52, 34, 8, 7, 9, 11, 18, 358, 409]],
+    ["CXR_png/MCUCXR_0117_1.png", [115772, 9303, 2153, 518, 382, 364, 369, 431, 319, 352, 336, 258, 272, 258, 285, 288, 280, 267, 297, 386, 399, 456, 537, 574, 631, 742, 607, 665, 717, 684, 703, 741, 671, 759, 775, 805, 745, 882, 784, 859, 874, 777, 788, 795, 806, 831, 838, 843, 831, 857, 863, 858, 801, 802, 824, 782, 736, 822, 762, 720, 700, 642, 657, 684, 674, 685, 667, 660, 663, 736, 692, 719, 742, 789, 799, 819, 801, 737, 750, 708, 754, 774, 726, 703, 681, 789, 713, 690, 699, 640, 685, 691, 691, 709, 718, 674, 642, 646, 636, 638, 609, 633, 620, 552, 642, 568, 643, 715, 693, 705, 678, 691, 690, 690, 718, 713, 755, 722, 743, 792, 738, 726, 785, 796, 820, 698, 707, 723, 719, 701, 744, 674, 755, 667, 678, 715, 659, 691, 637, 654, 656, 631, 618, 598, 618, 623, 671, 642, 689, 638, 702, 765, 720, 757, 719, 715, 700, 659, 658, 662, 579, 605, 666, 629, 616, 560, 636, 661, 641, 652, 643, 622, 608, 631, 620, 564, 607, 590, 522, 554, 569, 625, 576, 516, 518, 586, 576, 631, 598, 626, 612, 620, 623, 581, 554, 578, 583, 502, 497, 520, 476, 467, 509, 503, 471, 439, 380, 427, 459, 472, 470, 534, 659, 572, 614, 601, 576, 575, 613, 576, 567, 491, 527, 565, 591, 579, 654, 630, 590, 569, 618, 658, 677, 746, 805, 952, 928, 1007, 1096, 1365, 1338, 1260, 1166, 1312, 1025, 956, 1063, 1279, 1316, 1728, 1037, 389, 10, 47, 643, 303, 115772, 9303, 2153, 518, 382, 364, 369, 431, 319, 352, 336, 258, 272, 258, 285, 288, 280, 267, 297, 386, 399, 456, 537, 574, 631, 742, 607, 665, 717, 684, 703, 741, 671, 759, 775, 805, 745, 882, 784, 859, 874, 777, 788, 795, 806, 831, 838, 843, 831, 857, 863, 858, 801, 802, 824, 782, 736, 822, 762, 720, 700, 642, 657, 684, 674, 685, 667, 660, 663, 736, 692, 719, 742, 789, 799, 819, 801, 737, 750, 708, 754, 774, 726, 703, 681, 789, 713, 690, 699, 640, 685, 691, 691, 709, 718, 674, 642, 646, 636, 638, 609, 633, 620, 552, 642, 568, 643, 715, 693, 705, 678, 691, 690, 690, 718, 713, 755, 722, 743, 792, 738, 726, 785, 796, 820, 698, 707, 723, 719, 701, 744, 674, 755, 667, 678, 715, 659, 691, 637, 654, 656, 631, 618, 598, 618, 623, 671, 642, 689, 638, 702, 765, 720, 757, 719, 715, 700, 659, 658, 662, 579, 605, 666, 629, 616, 560, 636, 661, 641, 652, 643, 622, 608, 631, 620, 564, 607, 590, 522, 554, 569, 625, 576, 516, 518, 586, 576, 631, 598, 626, 612, 620, 623, 581, 554, 578, 583, 502, 497, 520, 476, 467, 509, 503, 471, 439, 380, 427, 459, 472, 470, 534, 659, 572, 614, 601, 576, 575, 613, 576, 567, 491, 527, 565, 591, 579, 654, 630, 590, 569, 618, 658, 677, 746, 805, 952, 928, 1007, 1096, 1365, 1338, 1260, 1166, 1312, 1025, 956, 1063, 1279, 1316, 1728, 1037, 389, 10, 47, 643, 303, 115772, 9303, 2153, 518, 382, 364, 369, 431, 319, 352, 336, 258, 272, 258, 285, 288, 280, 267, 297, 386, 399, 456, 537, 574, 631, 742, 607, 665, 717, 684, 703, 741, 671, 759, 775, 805, 745, 882, 784, 859, 874, 777, 788, 795, 806, 831, 838, 843, 831, 857, 863, 858, 801, 802, 824, 782, 736, 822, 762, 720, 700, 642, 657, 684, 674, 685, 667, 660, 663, 736, 692, 719, 742, 789, 799, 819, 801, 737, 750, 708, 754, 774, 726, 703, 681, 789, 713, 690, 699, 640, 685, 691, 691, 709, 718, 674, 642, 646, 636, 638, 609, 633, 620, 552, 642, 568, 643, 715, 693, 705, 678, 691, 690, 690, 718, 713, 755, 722, 743, 792, 738, 726, 785, 796, 820, 698, 707, 723, 719, 701, 744, 674, 755, 667, 678, 715, 659, 691, 637, 654, 656, 631, 618, 598, 618, 623, 671, 642, 689, 638, 702, 765, 720, 757, 719, 715, 700, 659, 658, 662, 579, 605, 666, 629, 616, 560, 636, 661, 641, 652, 643, 622, 608, 631, 620, 564, 607, 590, 522, 554, 569, 625, 576, 516, 518, 586, 576, 631, 598, 626, 612, 620, 623, 581, 554, 578, 583, 502, 497, 520, 476, 467, 509, 503, 471, 439, 380, 427, 459, 472, 470, 534, 659, 572, 614, 601, 576, 575, 613, 576, 567, 491, 527, 565, 591, 579, 654, 630, 590, 569, 618, 658, 677, 746, 805, 952, 928, 1007, 1096, 1365, 1338, 1260, 1166, 1312, 1025, 956, 1063, 1279, 1316, 1728, 1037, 389, 10, 47, 643, 303]],
+    ["CXR_png/MCUCXR_0006_0.png", [56585, 1728, 622, 860, 754, 589, 693, 580, 498, 541, 491, 431, 434, 401, 396, 378, 369, 365, 373, 447, 468, 560, 631, 592, 638, 611, 609, 689, 671, 737, 871, 876, 851, 915, 893, 964, 949, 959, 962, 968, 906, 906, 862, 831, 843, 814, 740, 731, 717, 741, 778, 737, 792, 764, 796, 815, 810, 766, 804, 828, 823, 799, 767, 808, 770, 789, 852, 822, 875, 913, 931, 912, 856, 944, 910, 891, 869, 878, 868, 879, 852, 805, 811, 756, 766, 766, 703, 710, 740, 703, 721, 730, 686, 687, 707, 722, 766, 700, 691, 701, 712, 698, 713, 753, 706, 662, 652, 649, 696, 630, 678, 664, 691, 596, 711, 633, 682, 647, 683, 681, 649, 713, 744, 674, 650, 705, 719, 654, 671, 675, 721, 714, 752, 747, 726, 744, 767, 721, 728, 805, 749, 794, 762, 830, 793, 790, 801, 866, 886, 824, 930, 953, 907, 952, 908, 883, 915, 927, 1012, 967, 993, 1049, 1075, 1000, 992, 881, 945, 937, 937, 973, 1035, 930, 995, 998, 997, 1061, 1054, 1063, 1167, 1090, 1087, 1005, 948, 911, 969, 870, 864, 829, 923, 913, 849, 836, 808, 815, 771, 820, 834, 804, 793, 786, 843, 797, 803, 789, 765, 661, 669, 664, 643, 708, 641, 667, 664, 626, 645, 640, 693, 731, 761, 704, 691, 711, 834, 829, 843, 861, 946, 1012, 1049, 1132, 1166, 1300, 1383, 1664, 1289, 1365, 1424, 1408, 1610, 1780, 1871, 2103, 2216, 2077, 2144, 2284, 2454, 3119, 4419, 6055, 9664, 5632, 7, 22, 423, 354, 56585, 1728, 622, 860, 754, 589, 693, 580, 498, 541, 491, 431, 434, 401, 396, 378, 369, 365, 373, 447, 468, 560, 631, 592, 638, 611, 609, 689, 671, 737, 871, 876, 851, 915, 893, 964, 949, 959, 962, 968, 906, 906, 862, 831, 843, 814, 740, 731, 717, 741, 778, 737, 792, 764, 796, 815, 810, 766, 804, 828, 823, 799, 767, 808, 770, 789, 852, 822, 875, 913, 931, 912, 856, 944, 910, 891, 869, 878, 868, 879, 852, 805, 811, 756, 766, 766, 703, 710, 740, 703, 721, 730, 686, 687, 707, 722, 766, 700, 691, 701, 712, 698, 713, 753, 706, 662, 652, 649, 696, 630, 678, 664, 691, 596, 711, 633, 682, 647, 683, 681, 649, 713, 744, 674, 650, 705, 719, 654, 671, 675, 721, 714, 752, 747, 726, 744, 767, 721, 728, 805, 749, 794, 762, 830, 793, 790, 801, 866, 886, 824, 930, 953, 907, 952, 908, 883, 915, 927, 1012, 967, 993, 1049, 1075, 1000, 992, 881, 945, 937, 937, 973, 1035, 930, 995, 998, 997, 1061, 1054, 1063, 1167, 1090, 1087, 1005, 948, 911, 969, 870, 864, 829, 923, 913, 849, 836, 808, 815, 771, 820, 834, 804, 793, 786, 843, 797, 803, 789, 765, 661, 669, 664, 643, 708, 641, 667, 664, 626, 645, 640, 693, 731, 761, 704, 691, 711, 834, 829, 843, 861, 946, 1012, 1049, 1132, 1166, 1300, 1383, 1664, 1289, 1365, 1424, 1408, 1610, 1780, 1871, 2103, 2216, 2077, 2144, 2284, 2454, 3119, 4419, 6055, 9664, 5632, 7, 22, 423, 354, 56585, 1728, 622, 860, 754, 589, 693, 580, 498, 541, 491, 431, 434, 401, 396, 378, 369, 365, 373, 447, 468, 560, 631, 592, 638, 611, 609, 689, 671, 737, 871, 876, 851, 915, 893, 964, 949, 959, 962, 968, 906, 906, 862, 831, 843, 814, 740, 731, 717, 741, 778, 737, 792, 764, 796, 815, 810, 766, 804, 828, 823, 799, 767, 808, 770, 789, 852, 822, 875, 913, 931, 912, 856, 944, 910, 891, 869, 878, 868, 879, 852, 805, 811, 756, 766, 766, 703, 710, 740, 703, 721, 730, 686, 687, 707, 722, 766, 700, 691, 701, 712, 698, 713, 753, 706, 662, 652, 649, 696, 630, 678, 664, 691, 596, 711, 633, 682, 647, 683, 681, 649, 713, 744, 674, 650, 705, 719, 654, 671, 675, 721, 714, 752, 747, 726, 744, 767, 721, 728, 805, 749, 794, 762, 830, 793, 790, 801, 866, 886, 824, 930, 953, 907, 952, 908, 883, 915, 927, 1012, 967, 993, 1049, 1075, 1000, 992, 881, 945, 937, 937, 973, 1035, 930, 995, 998, 997, 1061, 1054, 1063, 1167, 1090, 1087, 1005, 948, 911, 969, 870, 864, 829, 923, 913, 849, 836, 808, 815, 771, 820, 834, 804, 793, 786, 843, 797, 803, 789, 765, 661, 669, 664, 643, 708, 641, 667, 664, 626, 645, 640, 693, 731, 761, 704, 691, 711, 834, 829, 843, 861, 946, 1012, 1049, 1132, 1166, 1300, 1383, 1664, 1289, 1365, 1424, 1408, 1610, 1780, 1871, 2103, 2216, 2077, 2144, 2284, 2454, 3119, 4419, 6055, 9664, 5632, 7, 22, 423, 354]],
+    ["CXR_png/MCUCXR_0068_0.png", [94507, 1856, 393, 697, 256, 207, 241, 228, 175, 234, 220, 164, 184, 170, 211, 223, 262, 226, 288, 316, 356, 383, 409, 431, 478, 503, 498, 569, 541, 518, 584, 590, 561, 597, 587, 572, 560, 587, 558, 585, 580, 536, 598, 614, 609, 657, 681, 740, 789, 733, 813, 827, 781, 791, 786, 752, 750, 719, 707, 705, 747, 695, 673, 755, 639, 648, 648, 658, 691, 735, 752, 745, 784, 830, 825, 799, 773, 763, 730, 750, 804, 745, 765, 750, 724, 727, 715, 683, 671, 655, 632, 637, 654, 626, 589, 563, 574, 570, 514, 560, 517, 518, 489, 484, 517, 491, 476, 496, 463, 477, 461, 460, 466, 425, 436, 460, 414, 449, 407, 486, 470, 432, 430, 455, 423, 402, 435, 454, 436, 445, 466, 484, 490, 493, 557, 547, 535, 544, 582, 574, 601, 557, 573, 562, 617, 564, 559, 580, 569, 597, 601, 632, 615, 629, 682, 639, 682, 724, 599, 905, 663, 647, 622, 582, 622, 584, 619, 656, 694, 672, 657, 661, 641, 639, 683, 743, 765, 804, 732, 722, 746, 755, 806, 884, 917, 1040, 1051, 1176, 1211, 1125, 1175, 1094, 1112, 995, 919, 947, 962, 1035, 929, 930, 969, 820, 850, 813, 759, 696, 779, 687, 697, 638, 642, 664, 695, 664, 750, 735, 735, 728, 698, 710, 720, 692, 703, 708, 796, 783, 795, 831, 814, 834, 933, 1018, 1072, 1001, 982, 1003, 1080, 1150, 1224, 1390, 1688, 1714, 1490, 1682, 1838, 1873, 2314, 2560, 3024, 6469, 11594, 7273, 11, 21, 556, 330, 94507, 1856, 393, 697, 256, 207, 241, 228, 175, 234, 220, 164, 184, 170, 211, 223, 262, 226, 288, 316, 356, 383, 409, 431, 478, 503, 498, 569, 541, 518, 584, 590, 561, 597, 587, 572, 560, 587, 558, 585, 580, 536, 598, 614, 609, 657, 681, 740, 789, 733, 813, 827, 781, 791, 786, 752, 750, 719, 707, 705, 747, 695, 673, 755, 639, 648, 648, 658, 691, 735, 752, 745, 784, 830, 825, 799, 773, 763, 730, 750, 804, 745, 765, 750, 724, 727, 715, 683, 671, 655, 632, 637, 654, 626, 589, 563, 574, 570, 514, 560, 517, 518, 489, 484, 517, 491, 476, 496, 463, 477, 461, 460, 466, 425, 436, 460, 414, 449, 407, 486, 470, 432, 430, 455, 423, 402, 435, 454, 436, 445, 466, 484, 490, 493, 557, 547, 535, 544, 582, 574, 601, 557, 573, 562, 617, 564, 559, 580, 569, 597, 601, 632, 615, 629, 682, 639, 682, 724, 599, 905, 663, 647, 622, 582, 622, 584, 619, 656, 694, 672, 657, 661, 641, 639, 683, 743, 765, 804, 732, 722, 746, 755, 806, 884, 917, 1040, 1051, 1176, 1211, 1125, 1175, 1094, 1112, 995, 919, 947, 962, 1035, 929, 930, 969, 820, 850, 813, 759, 696, 779, 687, 697, 638, 642, 664, 695, 664, 750, 735, 735, 728, 698, 710, 720, 692, 703, 708, 796, 783, 795, 831, 814, 834, 933, 1018, 1072, 1001, 982, 1003, 1080, 1150, 1224, 1390, 1688, 1714, 1490, 1682, 1838, 1873, 2314, 2560, 3024, 6469, 11594, 7273, 11, 21, 556, 330, 94507, 1856, 393, 697, 256, 207, 241, 228, 175, 234, 220, 164, 184, 170, 211, 223, 262, 226, 288, 316, 356, 383, 409, 431, 478, 503, 498, 569, 541, 518, 584, 590, 561, 597, 587, 572, 560, 587, 558, 585, 580, 536, 598, 614, 609, 657, 681, 740, 789, 733, 813, 827, 781, 791, 786, 752, 750, 719, 707, 705, 747, 695, 673, 755, 639, 648, 648, 658, 691, 735, 752, 745, 784, 830, 825, 799, 773, 763, 730, 750, 804, 745, 765, 750, 724, 727, 715, 683, 671, 655, 632, 637, 654, 626, 589, 563, 574, 570, 514, 560, 517, 518, 489, 484, 517, 491, 476, 496, 463, 477, 461, 460, 466, 425, 436, 460, 414, 449, 407, 486, 470, 432, 430, 455, 423, 402, 435, 454, 436, 445, 466, 484, 490, 493, 557, 547, 535, 544, 582, 574, 601, 557, 573, 562, 617, 564, 559, 580, 569, 597, 601, 632, 615, 629, 682, 639, 682, 724, 599, 905, 663, 647, 622, 582, 622, 584, 619, 656, 694, 672, 657, 661, 641, 639, 683, 743, 765, 804, 732, 722, 746, 755, 806, 884, 917, 1040, 1051, 1176, 1211, 1125, 1175, 1094, 1112, 995, 919, 947, 962, 1035, 929, 930, 969, 820, 850, 813, 759, 696, 779, 687, 697, 638, 642, 664, 695, 664, 750, 735, 735, 728, 698, 710, 720, 692, 703, 708, 796, 783, 795, 831, 814, 834, 933, 1018, 1072, 1001, 982, 1003, 1080, 1150, 1224, 1390, 1688, 1714, 1490, 1682, 1838, 1873, 2314, 2560, 3024, 6469, 11594, 7273, 11, 21, 556, 330]]
+  ],
+  "test": [
+    ["CXR_png/MCUCXR_0054_0.png", [87627, 4090, 682, 807, 626, 597, 553, 476, 487, 408, 389, 348, 310, 337, 303, 332, 297, 275, 299, 328, 335, 659, 444, 516, 553, 620, 658, 714, 730, 728, 769, 771, 788, 794, 806, 854, 872, 846, 923, 962, 955, 1013, 1048, 1013, 980, 928, 888, 932, 876, 898, 867, 855, 839, 848, 806, 784, 811, 822, 804, 719, 743, 710, 762, 719, 716, 720, 698, 819, 808, 783, 756, 768, 729, 724, 707, 679, 750, 677, 679, 696, 778, 739, 713, 754, 690, 695, 715, 615, 670, 714, 611, 641, 533, 615, 570, 514, 559, 557, 529, 558, 558, 579, 583, 584, 616, 582, 539, 535, 571, 561, 529, 524, 547, 564, 525, 567, 493, 523, 554, 523, 568, 517, 565, 561, 550, 564, 604, 630, 597, 638, 604, 606, 684, 663, 644, 648, 658, 653, 706, 759, 715, 716, 750, 670, 743, 687, 689, 714, 761, 703, 677, 690, 694, 736, 701, 665, 697, 761, 737, 729, 702, 742, 740, 723, 678, 714, 671, 710, 699, 739, 721, 706, 752, 721, 784, 799, 800, 752, 712, 796, 881, 824, 846, 899, 964, 999, 984, 923, 917, 886, 829, 803, 741, 733, 736, 800, 750, 818, 766, 851, 879, 906, 850, 905, 886, 867, 1088, 773, 764, 693, 733, 688, 716, 754, 824, 815, 829, 820, 830, 827, 858, 952, 900, 1028, 1075, 1128, 1121, 1126, 1176, 1265, 1102, 1132, 1161, 1193, 1203, 1355, 1130, 1090, 1333, 1301, 1634, 1538, 1508, 1937, 2334, 2055, 3620, 3711, 2508, 3260, 2085, 1499, 37, 19, 556, 225, 87627, 4090, 682, 807, 626, 597, 553, 476, 487, 408, 389, 348, 310, 337, 303, 332, 297, 275, 299, 328, 335, 659, 444, 516, 553, 620, 658, 714, 730, 728, 769, 771, 788, 794, 806, 854, 872, 846, 923, 962, 955, 1013, 1048, 1013, 980, 928, 888, 932, 876, 898, 867, 855, 839, 848, 806, 784, 811, 822, 804, 719, 743, 710, 762, 719, 716, 720, 698, 819, 808, 783, 756, 768, 729, 724, 707, 679, 750, 677, 679, 696, 778, 739, 713, 754, 690, 695, 715, 615, 670, 714, 611, 641, 533, 615, 570, 514, 559, 557, 529, 558, 558, 579, 583, 584, 616, 582, 539, 535, 571, 561, 529, 524, 547, 564, 525, 567, 493, 523, 554, 523, 568, 517, 565, 561, 550, 564, 604, 630, 597, 638, 604, 606, 684, 663, 644, 648, 658, 653, 706, 759, 715, 716, 750, 670, 743, 687, 689, 714, 761, 703, 677, 690, 694, 736, 701, 665, 697, 761, 737, 729, 702, 742, 740, 723, 678, 714, 671, 710, 699, 739, 721, 706, 752, 721, 784, 799, 800, 752, 712, 796, 881, 824, 846, 899, 964, 999, 984, 923, 917, 886, 829, 803, 741, 733, 736, 800, 750, 818, 766, 851, 879, 906, 850, 905, 886, 867, 1088, 773, 764, 693, 733, 688, 716, 754, 824, 815, 829, 820, 830, 827, 858, 952, 900, 1028, 1075, 1128, 1121, 1126, 1176, 1265, 1102, 1132, 1161, 1193, 1203, 1355, 1130, 1090, 1333, 1301, 1634, 1538, 1508, 1937, 2334, 2055, 3620, 3711, 2508, 3260, 2085, 1499, 37, 19, 556, 225, 87627, 4090, 682, 807, 626, 597, 553, 476, 487, 408, 389, 348, 310, 337, 303, 332, 297, 275, 299, 328, 335, 659, 444, 516, 553, 620, 658, 714, 730, 728, 769, 771, 788, 794, 806, 854, 872, 846, 923, 962, 955, 1013, 1048, 1013, 980, 928, 888, 932, 876, 898, 867, 855, 839, 848, 806, 784, 811, 822, 804, 719, 743, 710, 762, 719, 716, 720, 698, 819, 808, 783, 756, 768, 729, 724, 707, 679, 750, 677, 679, 696, 778, 739, 713, 754, 690, 695, 715, 615, 670, 714, 611, 641, 533, 615, 570, 514, 559, 557, 529, 558, 558, 579, 583, 584, 616, 582, 539, 535, 571, 561, 529, 524, 547, 564, 525, 567, 493, 523, 554, 523, 568, 517, 565, 561, 550, 564, 604, 630, 597, 638, 604, 606, 684, 663, 644, 648, 658, 653, 706, 759, 715, 716, 750, 670, 743, 687, 689, 714, 761, 703, 677, 690, 694, 736, 701, 665, 697, 761, 737, 729, 702, 742, 740, 723, 678, 714, 671, 710, 699, 739, 721, 706, 752, 721, 784, 799, 800, 752, 712, 796, 881, 824, 846, 899, 964, 999, 984, 923, 917, 886, 829, 803, 741, 733, 736, 800, 750, 818, 766, 851, 879, 906, 850, 905, 886, 867, 1088, 773, 764, 693, 733, 688, 716, 754, 824, 815, 829, 820, 830, 827, 858, 952, 900, 1028, 1075, 1128, 1121, 1126, 1176, 1265, 1102, 1132, 1161, 1193, 1203, 1355, 1130, 1090, 1333, 1301, 1634, 1538, 1508, 1937, 2334, 2055, 3620, 3711, 2508, 3260, 2085, 1499, 37, 19, 556, 225]],
+    ["CXR_png/MCUCXR_0045_0.png", [80336, 967, 859, 910, 694, 556, 608, 540, 468, 451, 430, 376, 360, 378, 370, 366, 366, 376, 411, 392, 414, 391, 508, 492, 543, 540, 573, 577, 639, 616, 645, 703, 703, 755, 862, 822, 874, 881, 889, 929, 939, 1009, 1020, 1004, 1004, 969, 1035, 1012, 1094, 1015, 1074, 1055, 1023, 1122, 1008, 1010, 1088, 1067, 1101, 1126, 1137, 1103, 1102, 1180, 1154, 1200, 1253, 1221, 1291, 1236, 1296, 1239, 1287, 1269, 1224, 1137, 1168, 1093, 1062, 1032, 969, 975, 998, 943, 918, 883, 851, 866, 847, 883, 805, 772, 806, 810, 724, 807, 700, 695, 719, 653, 667, 697, 674, 668, 642, 646, 584, 661, 636, 605, 609, 651, 630, 599, 615, 586, 615, 578, 662, 632, 671, 673, 607, 694, 662, 732, 700, 685, 745, 746, 725, 826, 797, 802, 783, 817, 838, 812, 838, 901, 880, 860, 806, 788, 816, 829, 854, 832, 829, 861, 850, 913, 954, 975, 906, 913, 940, 940, 924, 1006, 936, 992, 992, 1042, 998, 1012, 1081, 1035, 1149, 1152, 1209, 1233, 1190, 1132, 1138, 1050, 1072, 1110, 1132, 1261, 1184, 1102, 1103, 1088, 1051, 1145, 980, 959, 933, 1023, 1019, 978, 985, 961, 897, 979, 1025, 1102, 1096, 1144, 1051, 1118, 1178, 1179, 1262, 1304, 1387, 1399, 1265, 1074, 1078, 1005, 848, 789, 766, 738, 784, 787, 666, 599, 543, 572, 613, 553, 652, 636, 543, 560, 557, 625, 605, 568, 774, 898, 666, 699, 608, 631, 715, 821, 890, 733, 512, 592, 610, 595, 769, 682, 813, 1458, 1905, 551, 0, 0, 0, 0, 80336, 967, 859, 910, 694, 556, 608, 540, 468, 451, 430, 376, 360, 378, 370, 366, 366, 376, 411, 392, 414, 391, 508, 492, 543, 540, 573, 577, 639, 616, 645, 703, 703, 755, 862, 822, 874, 881, 889, 929, 939, 1009, 1020, 1004, 1004, 969, 1035, 1012, 1094, 1015, 1074, 1055, 1023, 1122, 1008, 1010, 1088, 1067, 1101, 1126, 1137, 1103, 1102, 1180, 1154, 1200, 1253, 1221, 1291, 1236, 1296, 1239, 1287, 1269, 1224, 1137, 1168, 1093, 1062, 1032, 969, 975, 998, 943, 918, 883, 851, 866, 847, 883, 805, 772, 806, 810, 724, 807, 700, 695, 719, 653, 667, 697, 674, 668, 642, 646, 584, 661, 636, 605, 609, 651, 630, 599, 615, 586, 615, 578, 662, 632, 671, 673, 607, 694, 662, 732, 700, 685, 745, 746, 725, 826, 797, 802, 783, 817, 838, 812, 838, 901, 880, 860, 806, 788, 816, 829, 854, 832, 829, 861, 850, 913, 954, 975, 906, 913, 940, 940, 924, 1006, 936, 992, 992, 1042, 998, 1012, 1081, 1035, 1149, 1152, 1209, 1233, 1190, 1132, 1138, 1050, 1072, 1110, 1132, 1261, 1184, 1102, 1103, 1088, 1051, 1145, 980, 959, 933, 1023, 1019, 978, 985, 961, 897, 979, 1025, 1102, 1096, 1144, 1051, 1118, 1178, 1179, 1262, 1304, 1387, 1399, 1265, 1074, 1078, 1005, 848, 789, 766, 738, 784, 787, 666, 599, 543, 572, 613, 553, 652, 636, 543, 560, 557, 625, 605, 568, 774, 898, 666, 699, 608, 631, 715, 821, 890, 733, 512, 592, 610, 595, 769, 682, 813, 1458, 1905, 551, 0, 0, 0, 0, 80336, 967, 859, 910, 694, 556, 608, 540, 468, 451, 430, 376, 360, 378, 370, 366, 366, 376, 411, 392, 414, 391, 508, 492, 543, 540, 573, 577, 639, 616, 645, 703, 703, 755, 862, 822, 874, 881, 889, 929, 939, 1009, 1020, 1004, 1004, 969, 1035, 1012, 1094, 1015, 1074, 1055, 1023, 1122, 1008, 1010, 1088, 1067, 1101, 1126, 1137, 1103, 1102, 1180, 1154, 1200, 1253, 1221, 1291, 1236, 1296, 1239, 1287, 1269, 1224, 1137, 1168, 1093, 1062, 1032, 969, 975, 998, 943, 918, 883, 851, 866, 847, 883, 805, 772, 806, 810, 724, 807, 700, 695, 719, 653, 667, 697, 674, 668, 642, 646, 584, 661, 636, 605, 609, 651, 630, 599, 615, 586, 615, 578, 662, 632, 671, 673, 607, 694, 662, 732, 700, 685, 745, 746, 725, 826, 797, 802, 783, 817, 838, 812, 838, 901, 880, 860, 806, 788, 816, 829, 854, 832, 829, 861, 850, 913, 954, 975, 906, 913, 940, 940, 924, 1006, 936, 992, 992, 1042, 998, 1012, 1081, 1035, 1149, 1152, 1209, 1233, 1190, 1132, 1138, 1050, 1072, 1110, 1132, 1261, 1184, 1102, 1103, 1088, 1051, 1145, 980, 959, 933, 1023, 1019, 978, 985, 961, 897, 979, 1025, 1102, 1096, 1144, 1051, 1118, 1178, 1179, 1262, 1304, 1387, 1399, 1265, 1074, 1078, 1005, 848, 789, 766, 738, 784, 787, 666, 599, 543, 572, 613, 553, 652, 636, 543, 560, 557, 625, 605, 568, 774, 898, 666, 699, 608, 631, 715, 821, 890, 733, 512, 592, 610, 595, 769, 682, 813, 1458, 1905, 551, 0, 0, 0, 0]],
+    ["CXR_png/MCUCXR_0056_0.png", [137841, 6743, 1311, 303, 249, 223, 288, 278, 247, 300, 247, 213, 195, 173, 174, 170, 196, 147, 172, 162, 153, 161, 177, 194, 184, 193, 196, 224, 225, 265, 283, 348, 310, 305, 295, 281, 342, 349, 386, 412, 541, 544, 557, 572, 634, 661, 679, 678, 706, 720, 751, 760, 695, 716, 751, 771, 708, 756, 765, 716, 708, 780, 722, 725, 704, 639, 671, 657, 678, 700, 666, 673, 697, 669, 674, 669, 597, 604, 626, 652, 598, 611, 587, 549, 587, 561, 537, 584, 513, 560, 561, 548, 546, 515, 546, 591, 535, 529, 513, 517, 470, 510, 539, 502, 502, 477, 483, 472, 467, 513, 480, 477, 527, 455, 493, 464, 508, 492, 515, 455, 492, 543, 529, 481, 498, 488, 495, 526, 556, 457, 495, 466, 483, 430, 501, 474, 471, 429, 422, 443, 428, 461, 401, 429, 387, 430, 426, 412, 408, 446, 412, 440, 438, 444, 456, 499, 477, 473, 482, 474, 508, 478, 472, 490, 490, 527, 508, 542, 563, 522, 580, 560, 593, 611, 592, 589, 568, 623, 653, 687, 743, 670, 786, 737, 846, 790, 796, 806, 813, 842, 826, 837, 939, 945, 953, 944, 868, 827, 801, 834, 850, 752, 846, 818, 848, 921, 887, 901, 933, 922, 887, 971, 859, 819, 784, 712, 636, 606, 624, 631, 578, 536, 576, 718, 689, 728, 815, 702, 660, 634, 610, 647, 619, 493, 581, 481, 573, 543, 658, 627, 958, 846, 731, 981, 929, 777, 860, 956, 1172, 2545, 3590, 2833, 17, 23, 548, 238, 137841, 6743, 1311, 303, 249, 223, 288, 278, 247, 300, 247, 213, 195, 173, 174, 170, 196, 147, 172, 162, 153, 161, 177, 194, 184, 193, 196, 224, 225, 265, 283, 348, 310, 305, 295, 281, 342, 349, 386, 412, 541, 544, 557, 572, 634, 661, 679, 678, 706, 720, 751, 760, 695, 716, 751, 771, 708, 756, 765, 716, 708, 780, 722, 725, 704, 639, 671, 657, 678, 700, 666, 673, 697, 669, 674, 669, 597, 604, 626, 652, 598, 611, 587, 549, 587, 561, 537, 584, 513, 560, 561, 548, 546, 515, 546, 591, 535, 529, 513, 517, 470, 510, 539, 502, 502, 477, 483, 472, 467, 513, 480, 477, 527, 455, 493, 464, 508, 492, 515, 455, 492, 543, 529, 481, 498, 488, 495, 526, 556, 457, 495, 466, 483, 430, 501, 474, 471, 429, 422, 443, 428, 461, 401, 429, 387, 430, 426, 412, 408, 446, 412, 440, 438, 444, 456, 499, 477, 473, 482, 474, 508, 478, 472, 490, 490, 527, 508, 542, 563, 522, 580, 560, 593, 611, 592, 589, 568, 623, 653, 687, 743, 670, 786, 737, 846, 790, 796, 806, 813, 842, 826, 837, 939, 945, 953, 944, 868, 827, 801, 834, 850, 752, 846, 818, 848, 921, 887, 901, 933, 922, 887, 971, 859, 819, 784, 712, 636, 606, 624, 631, 578, 536, 576, 718, 689, 728, 815, 702, 660, 634, 610, 647, 619, 493, 581, 481, 573, 543, 658, 627, 958, 846, 731, 981, 929, 777, 860, 956, 1172, 2545, 3590, 2833, 17, 23, 548, 238, 137841, 6743, 1311, 303, 249, 223, 288, 278, 247, 300, 247, 213, 195, 173, 174, 170, 196, 147, 172, 162, 153, 161, 177, 194, 184, 193, 196, 224, 225, 265, 283, 348, 310, 305, 295, 281, 342, 349, 386, 412, 541, 544, 557, 572, 634, 661, 679, 678, 706, 720, 751, 760, 695, 716, 751, 771, 708, 756, 765, 716, 708, 780, 722, 725, 704, 639, 671, 657, 678, 700, 666, 673, 697, 669, 674, 669, 597, 604, 626, 652, 598, 611, 587, 549, 587, 561, 537, 584, 513, 560, 561, 548, 546, 515, 546, 591, 535, 529, 513, 517, 470, 510, 539, 502, 502, 477, 483, 472, 467, 513, 480, 477, 527, 455, 493, 464, 508, 492, 515, 455, 492, 543, 529, 481, 498, 488, 495, 526, 556, 457, 495, 466, 483, 430, 501, 474, 471, 429, 422, 443, 428, 461, 401, 429, 387, 430, 426, 412, 408, 446, 412, 440, 438, 444, 456, 499, 477, 473, 482, 474, 508, 478, 472, 490, 490, 527, 508, 542, 563, 522, 580, 560, 593, 611, 592, 589, 568, 623, 653, 687, 743, 670, 786, 737, 846, 790, 796, 806, 813, 842, 826, 837, 939, 945, 953, 944, 868, 827, 801, 834, 850, 752, 846, 818, 848, 921, 887, 901, 933, 922, 887, 971, 859, 819, 784, 712, 636, 606, 624, 631, 578, 536, 576, 718, 689, 728, 815, 702, 660, 634, 610, 647, 619, 493, 581, 481, 573, 543, 658, 627, 958, 846, 731, 981, 929, 777, 860, 956, 1172, 2545, 3590, 2833, 17, 23, 548, 238]],
+    ["CXR_png/MCUCXR_0258_1.png", [126095, 5438, 13945, 5185, 2905, 1337, 770, 552, 453, 433, 440, 342, 352, 369, 310, 349, 261, 275, 269, 264, 279, 316, 580, 261, 259, 236, 236, 283, 345, 380, 379, 484, 418, 295, 336, 311, 294, 317, 346, 396, 382, 372, 365, 384, 371, 400, 480, 507, 473, 455, 444, 460, 488, 453, 450, 414, 454, 461, 493, 464, 549, 588, 594, 574, 637, 596, 658, 633, 659, 632, 640, 609, 609, 722, 744, 744, 723, 753, 739, 766, 761, 729, 709, 714, 676, 617, 609, 643, 602, 624, 642, 603, 625, 613, 567, 605, 603, 546, 569, 615, 605, 593, 606, 657, 565, 606, 641, 619, 596, 590, 609, 605, 614, 588, 570, 562, 592, 567, 583, 496, 553, 551, 554, 563, 526, 536, 565, 556, 550, 587, 473, 487, 570, 525, 513, 533, 534, 522, 503, 514, 503, 492, 483, 536, 518, 532, 500, 611, 606, 579, 573, 573, 588, 577, 587, 530, 542, 543, 499, 492, 478, 491, 490, 490, 466, 469, 441, 396, 437, 466, 423, 465, 475, 425, 410, 431, 462, 422, 408, 377, 401, 353, 387, 390, 394, 421, 394, 408, 367, 339, 321, 354, 383, 388, 439, 424, 453, 420, 479, 443, 438, 424, 418, 390, 444, 409, 342, 358, 586, 295, 325, 337, 334, 345, 314, 343, 389, 372, 399, 399, 417, 459, 457, 488, 433, 493, 420, 478, 500, 521, 475, 537, 490, 475, 473, 478, 458, 562, 664, 585, 800, 827, 767, 893, 804, 597, 769, 889, 1092, 2505, 7445, 8194, 12, 19, 587, 183, 126095, 5438, 13945, 5185, 2905, 1337, 770, 552, 453, 433, 440, 342, 352, 369, 310, 349, 261, 275, 269, 264, 279, 316, 580, 261, 259, 236, 236, 283, 345, 380, 379, 484, 418, 295, 336, 311, 294, 317, 346, 396, 382, 372, 365, 384, 371, 400, 480, 507, 473, 455, 444, 460, 488, 453, 450, 414, 454, 461, 493, 464, 549, 588, 594, 574, 637, 596, 658, 633, 659, 632, 640, 609, 609, 722, 744, 744, 723, 753, 739, 766, 761, 729, 709, 714, 676, 617, 609, 643, 602, 624, 642, 603, 625, 613, 567, 605, 603, 546, 569, 615, 605, 593, 606, 657, 565, 606, 641, 619, 596, 590, 609, 605, 614, 588, 570, 562, 592, 567, 583, 496, 553, 551, 554, 563, 526, 536, 565, 556, 550, 587, 473, 487, 570, 525, 513, 533, 534, 522, 503, 514, 503, 492, 483, 536, 518, 532, 500, 611, 606, 579, 573, 573, 588, 577, 587, 530, 542, 543, 499, 492, 478, 491, 490, 490, 466, 469, 441, 396, 437, 466, 423, 465, 475, 425, 410, 431, 462, 422, 408, 377, 401, 353, 387, 390, 394, 421, 394, 408, 367, 339, 321, 354, 383, 388, 439, 424, 453, 420, 479, 443, 438, 424, 418, 390, 444, 409, 342, 358, 586, 295, 325, 337, 334, 345, 314, 343, 389, 372, 399, 399, 417, 459, 457, 488, 433, 493, 420, 478, 500, 521, 475, 537, 490, 475, 473, 478, 458, 562, 664, 585, 800, 827, 767, 893, 804, 597, 769, 889, 1092, 2505, 7445, 8194, 12, 19, 587, 183, 126095, 5438, 13945, 5185, 2905, 1337, 770, 552, 453, 433, 440, 342, 352, 369, 310, 349, 261, 275, 269, 264, 279, 316, 580, 261, 259, 236, 236, 283, 345, 380, 379, 484, 418, 295, 336, 311, 294, 317, 346, 396, 382, 372, 365, 384, 371, 400, 480, 507, 473, 455, 444, 460, 488, 453, 450, 414, 454, 461, 493, 464, 549, 588, 594, 574, 637, 596, 658, 633, 659, 632, 640, 609, 609, 722, 744, 744, 723, 753, 739, 766, 761, 729, 709, 714, 676, 617, 609, 643, 602, 624, 642, 603, 625, 613, 567, 605, 603, 546, 569, 615, 605, 593, 606, 657, 565, 606, 641, 619, 596, 590, 609, 605, 614, 588, 570, 562, 592, 567, 583, 496, 553, 551, 554, 563, 526, 536, 565, 556, 550, 587, 473, 487, 570, 525, 513, 533, 534, 522, 503, 514, 503, 492, 483, 536, 518, 532, 500, 611, 606, 579, 573, 573, 588, 577, 587, 530, 542, 543, 499, 492, 478, 491, 490, 490, 466, 469, 441, 396, 437, 466, 423, 465, 475, 425, 410, 431, 462, 422, 408, 377, 401, 353, 387, 390, 394, 421, 394, 408, 367, 339, 321, 354, 383, 388, 439, 424, 453, 420, 479, 443, 438, 424, 418, 390, 444, 409, 342, 358, 586, 295, 325, 337, 334, 345, 314, 343, 389, 372, 399, 399, 417, 459, 457, 488, 433, 493, 420, 478, 500, 521, 475, 537, 490, 475, 473, 478, 458, 562, 664, 585, 800, 827, 767, 893, 804, 597, 769, 889, 1092, 2505, 7445, 8194, 12, 19, 587, 183]],
+    ["CXR_png/MCUCXR_0024_0.png", [104362, 1098, 358, 442, 332, 313, 332, 324, 284, 275, 271, 254, 237, 235, 266, 296, 283, 279, 285, 277, 344, 363, 395, 509, 512, 479, 475, 504, 494, 458, 513, 536, 512, 579, 526, 569, 530, 568, 565, 662, 700, 727, 678, 689, 662, 648, 603, 714, 694, 704, 691, 673, 674, 699, 702, 699, 726, 704, 701, 702, 640, 633, 580, 588, 568, 668, 586, 583, 628, 654, 617, 646, 591, 729, 656, 673, 679, 616, 679, 655, 609, 605, 594, 592, 613, 584, 566, 614, 634, 601, 610, 617, 591, 587, 565, 568, 590, 520, 625, 588, 589, 610, 640, 591, 568, 922, 569, 576, 575, 588, 600, 586, 590, 595, 600, 616, 525, 525, 542, 516, 535, 544, 555, 515, 524, 588, 544, 558, 485, 502, 530, 464, 553, 566, 548, 588, 576, 570, 635, 556, 578, 564, 569, 600, 667, 693, 647, 707, 634, 627, 659, 647, 660, 628, 670, 677, 687, 641, 635, 639, 667, 637, 709, 744, 738, 767, 760, 745, 785, 782, 755, 742, 746, 726, 697, 746, 818, 799, 835, 846, 900, 832, 827, 754, 707, 753, 753, 794, 833, 874, 868, 826, 842, 791, 746, 757, 720, 799, 801, 857, 822, 822, 732, 728, 740, 778, 750, 753, 707, 709, 791, 695, 811, 792, 739, 746, 757, 740, 639, 693, 693, 738, 726, 849, 847, 946, 1059, 1136, 1093, 1036, 1102, 1163, 1447, 1509, 1442, 1398, 1191, 1141, 1107, 1101, 1336, 1665, 1494, 1331, 1458, 1338, 1673, 2459, 2652, 5930, 7929, 3179, 20, 18, 466, 326, 104362, 1098, 358, 442, 332, 313, 332, 324, 284, 275, 271, 254, 237, 235, 266, 296, 283, 279, 285, 277, 344, 363, 395, 509, 512, 479, 475, 504, 494, 458, 513, 536, 512, 579, 526, 569, 530, 568, 565, 662, 700, 727, 678, 689, 662, 648, 603, 714, 694, 704, 691, 673, 674, 699, 702, 699, 726, 704, 701, 702, 640, 633, 580, 588, 568, 668, 586, 583, 628, 654, 617, 646, 591, 729, 656, 673, 679, 616, 679, 655, 609, 605, 594, 592, 613, 584, 566, 614, 634, 601, 610, 617, 591, 587, 565, 568, 590, 520, 625, 588, 589, 610, 640, 591, 568, 922, 569, 576, 575, 588, 600, 586, 590, 595, 600, 616, 525, 525, 542, 516, 535, 544, 555, 515, 524, 588, 544, 558, 485, 502, 530, 464, 553, 566, 548, 588, 576, 570, 635, 556, 578, 564, 569, 600, 667, 693, 647, 707, 634, 627, 659, 647, 660, 628, 670, 677, 687, 641, 635, 639, 667, 637, 709, 744, 738, 767, 760, 745, 785, 782, 755, 742, 746, 726, 697, 746, 818, 799, 835, 846, 900, 832, 827, 754, 707, 753, 753, 794, 833, 874, 868, 826, 842, 791, 746, 757, 720, 799, 801, 857, 822, 822, 732, 728, 740, 778, 750, 753, 707, 709, 791, 695, 811, 792, 739, 746, 757, 740, 639, 693, 693, 738, 726, 849, 847, 946, 1059, 1136, 1093, 1036, 1102, 1163, 1447, 1509, 1442, 1398, 1191, 1141, 1107, 1101, 1336, 1665, 1494, 1331, 1458, 1338, 1673, 2459, 2652, 5930, 7929, 3179, 20, 18, 466, 326, 104362, 1098, 358, 442, 332, 313, 332, 324, 284, 275, 271, 254, 237, 235, 266, 296, 283, 279, 285, 277, 344, 363, 395, 509, 512, 479, 475, 504, 494, 458, 513, 536, 512, 579, 526, 569, 530, 568, 565, 662, 700, 727, 678, 689, 662, 648, 603, 714, 694, 704, 691, 673, 674, 699, 702, 699, 726, 704, 701, 702, 640, 633, 580, 588, 568, 668, 586, 583, 628, 654, 617, 646, 591, 729, 656, 673, 679, 616, 679, 655, 609, 605, 594, 592, 613, 584, 566, 614, 634, 601, 610, 617, 591, 587, 565, 568, 590, 520, 625, 588, 589, 610, 640, 591, 568, 922, 569, 576, 575, 588, 600, 586, 590, 595, 600, 616, 525, 525, 542, 516, 535, 544, 555, 515, 524, 588, 544, 558, 485, 502, 530, 464, 553, 566, 548, 588, 576, 570, 635, 556, 578, 564, 569, 600, 667, 693, 647, 707, 634, 627, 659, 647, 660, 628, 670, 677, 687, 641, 635, 639, 667, 637, 709, 744, 738, 767, 760, 745, 785, 782, 755, 742, 746, 726, 697, 746, 818, 799, 835, 846, 900, 832, 827, 754, 707, 753, 753, 794, 833, 874, 868, 826, 842, 791, 746, 757, 720, 799, 801, 857, 822, 822, 732, 728, 740, 778, 750, 753, 707, 709, 791, 695, 811, 792, 739, 746, 757, 740, 639, 693, 693, 738, 726, 849, 847, 946, 1059, 1136, 1093, 1036, 1102, 1163, 1447, 1509, 1442, 1398, 1191, 1141, 1107, 1101, 1336, 1665, 1494, 1331, 1458, 1338, 1673, 2459, 2652, 5930, 7929, 3179, 20, 18, 466, 326]]
+  ]
+}

src/mednet/libs/segmentation/tests/data/histograms/raw_data/histograms_montgomery_default.json

+{
+  "train": [
+    ["CXR_png/MCUCXR_0095_0.png", [612882, 66121, 57662, 52792, 60553, 42564, 35402, 51641, 31910, 32067, 37135, 26874, 26880, 29161, 24442, 27483, 30232, 27517, 30654, 34160, 33826, 37354, 42011, 46678, 51214, 56777, 60547, 63752, 65617, 66639, 67984, 70922, 73058, 74473, 76076, 77978, 80427, 83481, 83209, 86568, 90718, 91747, 91022, 89373, 87356, 87186, 88077, 90436, 93129, 95356, 96613, 96894, 97744, 99147, 102739, 106442, 107948, 109018, 110546, 113240, 114198, 113259, 112300, 111826, 111629, 112754, 113155, 111967, 110698, 109533, 108263, 107043, 106353, 106379, 105117, 103273, 100565, 96851, 94934, 92987, 90567, 88470, 86437, 84594, 83019, 82000, 80597, 79309, 78011, 76810, 77644, 76816, 76233, 75893, 74476, 73780, 72691, 72031, 69890, 68504, 67672, 65549, 64396, 64281, 63718, 63295, 61971, 61634, 61419, 61173, 60154, 60687, 59917, 59682, 59525, 60113, 60102, 61231, 61856, 61699, 61447, 59762, 58465, 57486, 57679, 58686, 59884, 60869, 62016, 63300, 63913, 64747, 66194, 66862, 66701, 67281, 67222, 68118, 68710, 69299, 70708, 70587, 69897, 68113, 67302, 65697, 65424, 65194, 65857, 65899, 67614, 69269, 69709, 71410, 71397, 71446, 70803, 70614, 70573, 70855, 72084, 73098, 74202, 75136, 75765, 76163, 75587, 77010, 80233, 83395, 86672, 88324, 90035, 90436, 90210, 90082, 90682, 90721, 90425, 88999, 89475, 89746, 90642, 90560, 89650, 86905, 84502, 84436, 85065, 89340, 93291, 98459, 102036, 104601, 104127, 103113, 102126, 103582, 106598, 109910, 110758, 109405, 108472, 109320, 115667, 120425, 119233, 114405, 111288, 107473, 102322, 98163, 95772, 96341, 100869, 100854, 98843, 92845, 80679, 70564, 62622, 57694, 55372, 56554, 54947, 54053, 54400, 55239, 56465, 56993, 54571, 55381, 59748, 56186, 54286, 55396, 47412, 46031, 53272, 55403, 54989, 55801, 43747, 44262, 46566, 35542, 33175, 38580, 33155, 63299, 138790, 52669, 3544, 2439, 4077, 102666, 612882, 66121, 57662, 52792, 60553, 42564, 35402, 51641, 31910, 32067, 37135, 26874, 26880, 29161, 24442, 27483, 30232, 27517, 30654, 34160, 33826, 37354, 42011, 46678, 51214, 56777, 60547, 63752, 65617, 66639, 67984, 70922, 73058, 74473, 76076, 77978, 80427, 83481, 83209, 86568, 90718, 91747, 91022, 89373, 87356, 87186, 88077, 90436, 93129, 95356, 96613, 96894, 97744, 99147, 102739, 106442, 107948, 109018, 110546, 113240, 114198, 113259, 112300, 111826, 111629, 112754, 113155, 111967, 110698, 109533, 108263, 107043, 106353, 106379, 105117, 103273, 100565, 96851, 94934, 92987, 90567, 88470, 86437, 84594, 83019, 82000, 80597, 79309, 78011, 76810, 77644, 76816, 76233, 75893, 74476, 73780, 72691, 72031, 69890, 68504, 67672, 65549, 64396, 64281, 63718, 63295, 61971, 61634, 61419, 61173, 60154, 60687, 59917, 59682, 59525, 60113, 60102, 61231, 61856, 61699, 61447, 59762, 58465, 57486, 57679, 58686, 59884, 60869, 62016, 63300, 63913, 64747, 66194, 66862, 66701, 67281, 67222, 68118, 68710, 69299, 70708, 70587, 69897, 68113, 67302, 65697, 65424, 65194, 65857, 65899, 67614, 69269, 69709, 71410, 71397, 71446, 70803, 70614, 70573, 70855, 72084, 73098, 74202, 75136, 75765, 76163, 75587, 77010, 80233, 83395, 86672, 88324, 90035, 90436, 90210, 90082, 90682, 90721, 90425, 88999, 89475, 89746, 90642, 90560, 89650, 86905, 84502, 84436, 85065, 89340, 93291, 98459, 102036, 104601, 104127, 103113, 102126, 103582, 106598, 109910, 110758, 109405, 108472, 109320, 115667, 120425, 119233, 114405, 111288, 107473, 102322, 98163, 95772, 96341, 100869, 100854, 98843, 92845, 80679, 70564, 62622, 57694, 55372, 56554, 54947, 54053, 54400, 55239, 56465, 56993, 54571, 55381, 59748, 56186, 54286, 55396, 47412, 46031, 53272, 55403, 54989, 55801, 43747, 44262, 46566, 35542, 33175, 38580, 33155, 63299, 138790, 52669, 3544, 2439, 4077, 102666, 612882, 66121, 57662, 52792, 60553, 42564, 35402, 51641, 31910, 32067, 37135, 26874, 26880, 29161, 24442, 27483, 30232, 27517, 30654, 34160, 33826, 37354, 42011, 46678, 51214, 56777, 60547, 63752, 65617, 66639, 67984, 70922, 73058, 74473, 76076, 77978, 80427, 83481, 83209, 86568, 90718, 91747, 91022, 89373, 87356, 87186, 88077, 90436, 93129, 95356, 96613, 96894, 97744, 99147, 102739, 106442, 107948, 109018, 110546, 113240, 114198, 113259, 112300, 111826, 111629, 112754, 113155, 111967, 110698, 109533, 108263, 107043, 106353, 106379, 105117, 103273, 100565, 96851, 94934, 92987, 90567, 88470, 86437, 84594, 83019, 82000, 80597, 79309, 78011, 76810, 77644, 76816, 76233, 75893, 74476, 73780, 72691, 72031, 69890, 68504, 67672, 65549, 64396, 64281, 63718, 63295, 61971, 61634, 61419, 61173, 60154, 60687, 59917, 59682, 59525, 60113, 60102, 61231, 61856, 61699, 61447, 59762, 58465, 57486, 57679, 58686, 59884, 60869, 62016, 63300, 63913, 64747, 66194, 66862, 66701, 67281, 67222, 68118, 68710, 69299, 70708, 70587, 69897, 68113, 67302, 65697, 65424, 65194, 65857, 65899, 67614, 69269, 69709, 71410, 71397, 71446, 70803, 70614, 70573, 70855, 72084, 73098, 74202, 75136, 75765, 76163, 75587, 77010, 80233, 83395, 86672, 88324, 90035, 90436, 90210, 90082, 90682, 90721, 90425, 88999, 89475, 89746, 90642, 90560, 89650, 86905, 84502, 84436, 85065, 89340, 93291, 98459, 102036, 104601, 104127, 103113, 102126, 103582, 106598, 109910, 110758, 109405, 108472, 109320, 115667, 120425, 119233, 114405, 111288, 107473, 102322, 98163, 95772, 96341, 100869, 100854, 98843, 92845, 80679, 70564, 62622, 57694, 55372, 56554, 54947, 54053, 54400, 55239, 56465, 56993, 54571, 55381, 59748, 56186, 54286, 55396, 47412, 46031, 53272, 55403, 54989, 55801, 43747, 44262, 46566, 35542, 33175, 38580, 33155, 63299, 138790, 52669, 3544, 2439, 4077, 102666]],
+    ["CXR_png/MCUCXR_0086_0.png", [6224402, 52992, 44330, 34839, 34218, 17840, 17904, 32580, 16180, 16507, 20572, 12332, 12824, 15111, 11150, 12933, 16110, 13068, 14514, 19458, 21017, 25709, 32295, 33471, 35964, 39927, 41253, 43243, 43623, 40976, 40722, 42063, 43535, 44892, 46733, 46839, 47544, 49098, 50868, 52938, 54997, 55239, 54950, 54190, 53772, 52771, 53318, 53236, 53046, 52789, 54167, 54075, 53794, 53374, 53073, 51963, 50471, 49575, 49837, 49566, 48407, 47845, 47561, 47419, 47449, 47753, 47447, 47167, 46083, 45498, 45300, 45463, 45890, 46659, 46533, 45970, 45842, 45507, 45308, 43722, 42532, 41461, 40382, 39359, 40021, 39818, 40429, 40816, 41334, 41735, 42130, 42661, 42351, 41921, 41837, 41930, 42463, 43250, 43491, 44103, 44034, 43078, 41856, 40558, 39494, 38999, 38326, 37663, 37570, 37351, 37281, 37812, 38771, 38116, 37934, 38098, 38408, 38587, 38756, 38963, 39187, 39825, 40045, 41211, 41719, 42506, 43124, 43162, 43997, 44044, 44760, 45632, 46333, 47002, 47729, 47815, 48485, 48658, 49557, 50187, 50835, 51085, 51277, 50073, 49458, 49584, 49718, 50722, 51493, 52499, 53266, 54501, 55901, 57414, 56951, 56001, 53631, 52436, 51072, 49841, 50112, 49883, 50236, 51106, 51093, 50492, 50612, 49850, 50669, 53000, 56311, 59378, 62172, 64287, 64432, 65230, 66666, 70170, 74337, 78245, 80032, 80726, 79466, 77338, 72454, 66058, 61888, 59657, 57670, 58701, 60248, 60037, 59384, 58677, 55441, 51219, 45825, 41116, 39345, 39398, 40241, 41475, 41306, 41235, 40026, 38251, 36594, 36218, 36733, 37353, 38297, 39152, 40177, 40825, 41150, 41987, 41429, 41395, 40221, 39908, 41356, 43154, 45843, 52054, 54757, 56910, 57580, 53933, 53240, 53394, 53090, 56996, 67340, 58775, 59520, 63348, 59438, 60390, 69846, 72602, 83462, 94639, 79427, 90660, 125393, 98211, 99174, 148725, 115425, 220158, 484389, 602009, 4028, 3745, 5235, 102645, 6224402, 52992, 44330, 34839, 34218, 17840, 17904, 32580, 16180, 16507, 20572, 12332, 12824, 15111, 11150, 12933, 16110, 13068, 14514, 19458, 21017, 25709, 32295, 33471, 35964, 39927, 41253, 43243, 43623, 40976, 40722, 42063, 43535, 44892, 46733, 46839, 47544, 49098, 50868, 52938, 54997, 55239, 54950, 54190, 53772, 52771, 53318, 53236, 53046, 52789, 54167, 54075, 53794, 53374, 53073, 51963, 50471, 49575, 49837, 49566, 48407, 47845, 47561, 47419, 47449, 47753, 47447, 47167, 46083, 45498, 45300, 45463, 45890, 46659, 46533, 45970, 45842, 45507, 45308, 43722, 42532, 41461, 40382, 39359, 40021, 39818, 40429, 40816, 41334, 41735, 42130, 42661, 42351, 41921, 41837, 41930, 42463, 43250, 43491, 44103, 44034, 43078, 41856, 40558, 39494, 38999, 38326, 37663, 37570, 37351, 37281, 37812, 38771, 38116, 37934, 38098, 38408, 38587, 38756, 38963, 39187, 39825, 40045, 41211, 41719, 42506, 43124, 43162, 43997, 44044, 44760, 45632, 46333, 47002, 47729, 47815, 48485, 48658, 49557, 50187, 50835, 51085, 51277, 50073, 49458, 49584, 49718, 50722, 51493, 52499, 53266, 54501, 55901, 57414, 56951, 56001, 53631, 52436, 51072, 49841, 50112, 49883, 50236, 51106, 51093, 50492, 50612, 49850, 50669, 53000, 56311, 59378, 62172, 64287, 64432, 65230, 66666, 70170, 74337, 78245, 80032, 80726, 79466, 77338, 72454, 66058, 61888, 59657, 57670, 58701, 60248, 60037, 59384, 58677, 55441, 51219, 45825, 41116, 39345, 39398, 40241, 41475, 41306, 41235, 40026, 38251, 36594, 36218, 36733, 37353, 38297, 39152, 40177, 40825, 41150, 41987, 41429, 41395, 40221, 39908, 41356, 43154, 45843, 52054, 54757, 56910, 57580, 53933, 53240, 53394, 53090, 56996, 67340, 58775, 59520, 63348, 59438, 60390, 69846, 72602, 83462, 94639, 79427, 90660, 125393, 98211, 99174, 148725, 115425, 220158, 484389, 602009, 4028, 3745, 5235, 102645, 6224402, 52992, 44330, 34839, 34218, 17840, 17904, 32580, 16180, 16507, 20572, 12332, 12824, 15111, 11150, 12933, 16110, 13068, 14514, 19458, 21017, 25709, 32295, 33471, 35964, 39927, 41253, 43243, 43623, 40976, 40722, 42063, 43535, 44892, 46733, 46839, 47544, 49098, 50868, 52938, 54997, 55239, 54950, 54190, 53772, 52771, 53318, 53236, 53046, 52789, 54167, 54075, 53794, 53374, 53073, 51963, 50471, 49575, 49837, 49566, 48407, 47845, 47561, 47419, 47449, 47753, 47447, 47167, 46083, 45498, 45300, 45463, 45890, 46659, 46533, 45970, 45842, 45507, 45308, 43722, 42532, 41461, 40382, 39359, 40021, 39818, 40429, 40816, 41334, 41735, 42130, 42661, 42351, 41921, 41837, 41930, 42463, 43250, 43491, 44103, 44034, 43078, 41856, 40558, 39494, 38999, 38326, 37663, 37570, 37351, 37281, 37812, 38771, 38116, 37934, 38098, 38408, 38587, 38756, 38963, 39187, 39825, 40045, 41211, 41719, 42506, 43124, 43162, 43997, 44044, 44760, 45632, 46333, 47002, 47729, 47815, 48485, 48658, 49557, 50187, 50835, 51085, 51277, 50073, 49458, 49584, 49718, 50722, 51493, 52499, 53266, 54501, 55901, 57414, 56951, 56001, 53631, 52436, 51072, 49841, 50112, 49883, 50236, 51106, 51093, 50492, 50612, 49850, 50669, 53000, 56311, 59378, 62172, 64287, 64432, 65230, 66666, 70170, 74337, 78245, 80032, 80726, 79466, 77338, 72454, 66058, 61888, 59657, 57670, 58701, 60248, 60037, 59384, 58677, 55441, 51219, 45825, 41116, 39345, 39398, 40241, 41475, 41306, 41235, 40026, 38251, 36594, 36218, 36733, 37353, 38297, 39152, 40177, 40825, 41150, 41987, 41429, 41395, 40221, 39908, 41356, 43154, 45843, 52054, 54757, 56910, 57580, 53933, 53240, 53394, 53090, 56996, 67340, 58775, 59520, 63348, 59438, 60390, 69846, 72602, 83462, 94639, 79427, 90660, 125393, 98211, 99174, 148725, 115425, 220158, 484389, 602009, 4028, 3745, 5235, 102645]],
+    ["CXR_png/MCUCXR_0383_1.png", [5879881, 570453, 49211, 28021, 39012, 31617, 28091, 40478, 23208, 24490, 27603, 20634, 20537, 21772, 20549, 21694, 25397, 22504, 25077, 28681, 28405, 31025, 34957, 36225, 39124, 40691, 38751, 38348, 38465, 39428, 42629, 44883, 44512, 45824, 48769, 50681, 52246, 52893, 53406, 55261, 57471, 58461, 59280, 59940, 58949, 60628, 63283, 62365, 60694, 58515, 55905, 55446, 55113, 53468, 53325, 53384, 51619, 51005, 49139, 47781, 46807, 46216, 45282, 44775, 43686, 42762, 42610, 42428, 42432, 42544, 43860, 44028, 43560, 43312, 43057, 43242, 44969, 47314, 47511, 47515, 46442, 44585, 44057, 42947, 42091, 42437, 42222, 41869, 41625, 40938, 39941, 39326, 39393, 39397, 39705, 40810, 41087, 41539, 41113, 41251, 41753, 41966, 42125, 42790, 43588, 43949, 44105, 44431, 43635, 43988, 43471, 44910, 44784, 44969, 43843, 43184, 42428, 42157, 41988, 41636, 42224, 43211, 43681, 44401, 45087, 46577, 48006, 48764, 49739, 50726, 51685, 52811, 53536, 55457, 57013, 58314, 58659, 60008, 61210, 63629, 65419, 67946, 68764, 68539, 68275, 67289, 66699, 66348, 65594, 65001, 64022, 64844, 67965, 72591, 78212, 81674, 81474, 79105, 74675, 70015, 67396, 65465, 63766, 62290, 62014, 61447, 61210, 60472, 59807, 60215, 60151, 59060, 58313, 56561, 54408, 52106, 51877, 53269, 55167, 56560, 57943, 58508, 59483, 59746, 59669, 60946, 63936, 66525, 66113, 62411, 57379, 55893, 55887, 55735, 54689, 55393, 56027, 54795, 55179, 56123, 56120, 54462, 52130, 49779, 48000, 50899, 52035, 52308, 52882, 49643, 46472, 43158, 42235, 43215, 47566, 50347, 54272, 57190, 54561, 55425, 55132, 54167, 55952, 62228, 61160, 59393, 63339, 55058, 54376, 56482, 53446, 58976, 66480, 62736, 62309, 67261, 56248, 55316, 63952, 63553, 65893, 89459, 63524, 54111, 77151, 64923, 71836, 136788, 84700, 171039, 152342, 47723, 1076, 2507, 2691, 69102, 5879881, 570453, 49211, 28021, 39012, 31617, 28091, 40478, 23208, 24490, 27603, 20634, 20537, 21772, 20549, 21694, 25397, 22504, 25077, 28681, 28405, 31025, 34957, 36225, 39124, 40691, 38751, 38348, 38465, 39428, 42629, 44883, 44512, 45824, 48769, 50681, 52246, 52893, 53406, 55261, 57471, 58461, 59280, 59940, 58949, 60628, 63283, 62365, 60694, 58515, 55905, 55446, 55113, 53468, 53325, 53384, 51619, 51005, 49139, 47781, 46807, 46216, 45282, 44775, 43686, 42762, 42610, 42428, 42432, 42544, 43860, 44028, 43560, 43312, 43057, 43242, 44969, 47314, 47511, 47515, 46442, 44585, 44057, 42947, 42091, 42437, 42222, 41869, 41625, 40938, 39941, 39326, 39393, 39397, 39705, 40810, 41087, 41539, 41113, 41251, 41753, 41966, 42125, 42790, 43588, 43949, 44105, 44431, 43635, 43988, 43471, 44910, 44784, 44969, 43843, 43184, 42428, 42157, 41988, 41636, 42224, 43211, 43681, 44401, 45087, 46577, 48006, 48764, 49739, 50726, 51685, 52811, 53536, 55457, 57013, 58314, 58659, 60008, 61210, 63629, 65419, 67946, 68764, 68539, 68275, 67289, 66699, 66348, 65594, 65001, 64022, 64844, 67965, 72591, 78212, 81674, 81474, 79105, 74675, 70015, 67396, 65465, 63766, 62290, 62014, 61447, 61210, 60472, 59807, 60215, 60151, 59060, 58313, 56561, 54408, 52106, 51877, 53269, 55167, 56560, 57943, 58508, 59483, 59746, 59669, 60946, 63936, 66525, 66113, 62411, 57379, 55893, 55887, 55735, 54689, 55393, 56027, 54795, 55179, 56123, 56120, 54462, 52130, 49779, 48000, 50899, 52035, 52308, 52882, 49643, 46472, 43158, 42235, 43215, 47566, 50347, 54272, 57190, 54561, 55425, 55132, 54167, 55952, 62228, 61160, 59393, 63339, 55058, 54376, 56482, 53446, 58976, 66480, 62736, 62309, 67261, 56248, 55316, 63952, 63553, 65893, 89459, 63524, 54111, 77151, 64923, 71836, 136788, 84700, 171039, 152342, 47723, 1076, 2507, 2691, 69102, 5879881, 570453, 49211, 28021, 39012, 31617, 28091, 40478, 23208, 24490, 27603, 20634, 20537, 21772, 20549, 21694, 25397, 22504, 25077, 28681, 28405, 31025, 34957, 36225, 39124, 40691, 38751, 38348, 38465, 39428, 42629, 44883, 44512, 45824, 48769, 50681, 52246, 52893, 53406, 55261, 57471, 58461, 59280, 59940, 58949, 60628, 63283, 62365, 60694, 58515, 55905, 55446, 55113, 53468, 53325, 53384, 51619, 51005, 49139, 47781, 46807, 46216, 45282, 44775, 43686, 42762, 42610, 42428, 42432, 42544, 43860, 44028, 43560, 43312, 43057, 43242, 44969, 47314, 47511, 47515, 46442, 44585, 44057, 42947, 42091, 42437, 42222, 41869, 41625, 40938, 39941, 39326, 39393, 39397, 39705, 40810, 41087, 41539, 41113, 41251, 41753, 41966, 42125, 42790, 43588, 43949, 44105, 44431, 43635, 43988, 43471, 44910, 44784, 44969, 43843, 43184, 42428, 42157, 41988, 41636, 42224, 43211, 43681, 44401, 45087, 46577, 48006, 48764, 49739, 50726, 51685, 52811, 53536, 55457, 57013, 58314, 58659, 60008, 61210, 63629, 65419, 67946, 68764, 68539, 68275, 67289, 66699, 66348, 65594, 65001, 64022, 64844, 67965, 72591, 78212, 81674, 81474, 79105, 74675, 70015, 67396, 65465, 63766, 62290, 62014, 61447, 61210, 60472, 59807, 60215, 60151, 59060, 58313, 56561, 54408, 52106, 51877, 53269, 55167, 56560, 57943, 58508, 59483, 59746, 59669, 60946, 63936, 66525, 66113, 62411, 57379, 55893, 55887, 55735, 54689, 55393, 56027, 54795, 55179, 56123, 56120, 54462, 52130, 49779, 48000, 50899, 52035, 52308, 52882, 49643, 46472, 43158, 42235, 43215, 47566, 50347, 54272, 57190, 54561, 55425, 55132, 54167, 55952, 62228, 61160, 59393, 63339, 55058, 54376, 56482, 53446, 58976, 66480, 62736, 62309, 67261, 56248, 55316, 63952, 63553, 65893, 89459, 63524, 54111, 77151, 64923, 71836, 136788, 84700, 171039, 152342, 47723, 1076, 2507, 2691, 69102]],
+    ["CXR_png/MCUCXR_0013_0.png", [437447, 49828, 58481, 52036, 68730, 39878, 32433, 46257, 22574, 23190, 26597, 18656, 19085, 20263, 16972, 18211, 19582, 19993, 23333, 29560, 29848, 32018, 37227, 40550, 43543, 45616, 48249, 52074, 55409, 59792, 63387, 67535, 67273, 68346, 68514, 69574, 70712, 72664, 73659, 73317, 73791, 73573, 74479, 74865, 75699, 77027, 78304, 78401, 76863, 74492, 72703, 70141, 69620, 69038, 67326, 66117, 64805, 63054, 62368, 62483, 62344, 62177, 61626, 61281, 60411, 60177, 59954, 59781, 58714, 57408, 57135, 56326, 56182, 55087, 54993, 55031, 54599, 54161, 53194, 52616, 51441, 51271, 51549, 51804, 52842, 52644, 53291, 53540, 53025, 52141, 51451, 50780, 49703, 49589, 49347, 49296, 49147, 48391, 48648, 47954, 48398, 47206, 46650, 45524, 45627, 44676, 44520, 43918, 43565, 43438, 43360, 43612, 44213, 44726, 45967, 47005, 48299, 49250, 49944, 49631, 49607, 49846, 50351, 50421, 50862, 51332, 52672, 52161, 52306, 53202, 54031, 54216, 55459, 56365, 57634, 59780, 60423, 61474, 62142, 62459, 63234, 62982, 62932, 63072, 63801, 64044, 64514, 66130, 66763, 69122, 71243, 73724, 76497, 78307, 81217, 83128, 83126, 83417, 83558, 82919, 82328, 82436, 82480, 82532, 82997, 84009, 84624, 85961, 87980, 90008, 91100, 92814, 94601, 94282, 94956, 94212, 93833, 93012, 91924, 90498, 89773, 88269, 89102, 89323, 89915, 90448, 90554, 90871, 90234, 89409, 86918, 85228, 83638, 82021, 80012, 79721, 78582, 77895, 77241, 76799, 76152, 74614, 73032, 71440, 68814, 67604, 65290, 63574, 62848, 62386, 61129, 59829, 59212, 58922, 58737, 59318, 59695, 59632, 59895, 61132, 62726, 64279, 68072, 70840, 74339, 75810, 76968, 77635, 78876, 81461, 83615, 84366, 85722, 85240, 84532, 83888, 84566, 85694, 89954, 98662, 113243, 131065, 141358, 145104, 147524, 146651, 149906, 168187, 199917, 295671, 779806, 1528020, 8885, 2512, 2944, 103392, 437447, 49828, 58481, 52036, 68730, 39878, 32433, 46257, 22574, 23190, 26597, 18656, 19085, 20263, 16972, 18211, 19582, 19993, 23333, 29560, 29848, 32018, 37227, 40550, 43543, 45616, 48249, 52074, 55409, 59792, 63387, 67535, 67273, 68346, 68514, 69574, 70712, 72664, 73659, 73317, 73791, 73573, 74479, 74865, 75699, 77027, 78304, 78401, 76863, 74492, 72703, 70141, 69620, 69038, 67326, 66117, 64805, 63054, 62368, 62483, 62344, 62177, 61626, 61281, 60411, 60177, 59954, 59781, 58714, 57408, 57135, 56326, 56182, 55087, 54993, 55031, 54599, 54161, 53194, 52616, 51441, 51271, 51549, 51804, 52842, 52644, 53291, 53540, 53025, 52141, 51451, 50780, 49703, 49589, 49347, 49296, 49147, 48391, 48648, 47954, 48398, 47206, 46650, 45524, 45627, 44676, 44520, 43918, 43565, 43438, 43360, 43612, 44213, 44726, 45967, 47005, 48299, 49250, 49944, 49631, 49607, 49846, 50351, 50421, 50862, 51332, 52672, 52161, 52306, 53202, 54031, 54216, 55459, 56365, 57634, 59780, 60423, 61474, 62142, 62459, 63234, 62982, 62932, 63072, 63801, 64044, 64514, 66130, 66763, 69122, 71243, 73724, 76497, 78307, 81217, 83128, 83126, 83417, 83558, 82919, 82328, 82436, 82480, 82532, 82997, 84009, 84624, 85961, 87980, 90008, 91100, 92814, 94601, 94282, 94956, 94212, 93833, 93012, 91924, 90498, 89773, 88269, 89102, 89323, 89915, 90448, 90554, 90871, 90234, 89409, 86918, 85228, 83638, 82021, 80012, 79721, 78582, 77895, 77241, 76799, 76152, 74614, 73032, 71440, 68814, 67604, 65290, 63574, 62848, 62386, 61129, 59829, 59212, 58922, 58737, 59318, 59695, 59632, 59895, 61132, 62726, 64279, 68072, 70840, 74339, 75810, 76968, 77635, 78876, 81461, 83615, 84366, 85722, 85240, 84532, 83888, 84566, 85694, 89954, 98662, 113243, 131065, 141358, 145104, 147524, 146651, 149906, 168187, 199917, 295671, 779806, 1528020, 8885, 2512, 2944, 103392, 437447, 49828, 58481, 52036, 68730, 39878, 32433, 46257, 22574, 23190, 26597, 18656, 19085, 20263, 16972, 18211, 19582, 19993, 23333, 29560, 29848, 32018, 37227, 40550, 43543, 45616, 48249, 52074, 55409, 59792, 63387, 67535, 67273, 68346, 68514, 69574, 70712, 72664, 73659, 73317, 73791, 73573, 74479, 74865, 75699, 77027, 78304, 78401, 76863, 74492, 72703, 70141, 69620, 69038, 67326, 66117, 64805, 63054, 62368, 62483, 62344, 62177, 61626, 61281, 60411, 60177, 59954, 59781, 58714, 57408, 57135, 56326, 56182, 55087, 54993, 55031, 54599, 54161, 53194, 52616, 51441, 51271, 51549, 51804, 52842, 52644, 53291, 53540, 53025, 52141, 51451, 50780, 49703, 49589, 49347, 49296, 49147, 48391, 48648, 47954, 48398, 47206, 46650, 45524, 45627, 44676, 44520, 43918, 43565, 43438, 43360, 43612, 44213, 44726, 45967, 47005, 48299, 49250, 49944, 49631, 49607, 49846, 50351, 50421, 50862, 51332, 52672, 52161, 52306, 53202, 54031, 54216, 55459, 56365, 57634, 59780, 60423, 61474, 62142, 62459, 63234, 62982, 62932, 63072, 63801, 64044, 64514, 66130, 66763, 69122, 71243, 73724, 76497, 78307, 81217, 83128, 83126, 83417, 83558, 82919, 82328, 82436, 82480, 82532, 82997, 84009, 84624, 85961, 87980, 90008, 91100, 92814, 94601, 94282, 94956, 94212, 93833, 93012, 91924, 90498, 89773, 88269, 89102, 89323, 89915, 90448, 90554, 90871, 90234, 89409, 86918, 85228, 83638, 82021, 80012, 79721, 78582, 77895, 77241, 76799, 76152, 74614, 73032, 71440, 68814, 67604, 65290, 63574, 62848, 62386, 61129, 59829, 59212, 58922, 58737, 59318, 59695, 59632, 59895, 61132, 62726, 64279, 68072, 70840, 74339, 75810, 76968, 77635, 78876, 81461, 83615, 84366, 85722, 85240, 84532, 83888, 84566, 85694, 89954, 98662, 113243, 131065, 141358, 145104, 147524, 146651, 149906, 168187, 199917, 295671, 779806, 1528020, 8885, 2512, 2944, 103392]],
+    ["CXR_png/MCUCXR_0089_0.png", [83440, 32387, 8611, 10430, 11738, 9054, 9553, 11029, 9163, 9187, 9476, 8144, 7108, 6518, 6920, 6725, 6691, 8379, 10762, 14983, 17602, 21769, 28301, 33473, 39205, 46353, 48738, 51794, 54653, 55743, 59770, 61869, 64170, 66062, 67310, 67579, 69141, 72302, 75279, 79285, 85456, 88087, 88670, 91293, 94663, 96772, 100616, 101363, 101504, 103295, 108036, 113545, 114070, 115338, 117058, 121116, 123894, 123961, 124251, 120575, 117665, 116578, 115739, 113703, 111064, 107183, 104671, 103421, 102081, 101202, 98926, 98058, 95837, 95371, 94067, 93071, 93004, 93978, 94503, 93693, 92437, 90415, 89120, 87100, 85491, 84571, 82997, 80426, 77246, 75394, 74872, 73174, 69150, 65167, 62303, 59925, 58977, 58443, 58631, 58091, 57276, 56572, 56327, 55303, 54602, 54518, 54440, 56505, 57394, 56928, 56397, 55072, 55415, 56226, 55089, 54418, 53929, 53329, 52933, 52349, 51070, 50388, 50587, 49861, 48274, 47752, 48473, 48479, 48688, 48150, 46956, 47541, 47017, 46714, 45982, 45756, 45650, 46534, 47241, 49160, 50971, 53343, 53151, 52042, 52863, 52544, 52606, 52944, 53562, 54572, 56982, 59441, 62488, 64756, 67120, 65700, 62333, 59040, 57073, 57486, 57890, 58391, 59382, 61886, 63751, 65624, 67202, 69247, 72689, 77351, 78287, 77703, 76832, 76996, 78070, 79441, 79471, 79885, 81365, 82576, 82985, 83096, 83038, 86748, 89991, 91679, 92933, 101315, 105612, 104573, 101854, 100349, 102515, 107720, 109775, 116094, 121622, 122357, 127152, 141559, 146079, 149298, 153784, 149523, 159396, 164173, 141725, 124326, 117905, 108143, 108345, 116244, 109158, 101413, 100119, 96948, 98040, 104030, 96090, 91068, 89825, 83703, 82510, 89661, 76338, 73081, 80668, 65902, 68056, 75094, 63686, 67475, 93049, 80387, 82768, 88598, 65362, 62138, 81744, 81102, 87169, 123060, 92075, 84213, 112544, 72064, 77750, 146943, 97457, 228999, 530311, 169506, 4396, 1633, 2261, 103183, 83440, 32387, 8611, 10430, 11738, 9054, 9553, 11029, 9163, 9187, 9476, 8144, 7108, 6518, 6920, 6725, 6691, 8379, 10762, 14983, 17602, 21769, 28301, 33473, 39205, 46353, 48738, 51794, 54653, 55743, 59770, 61869, 64170, 66062, 67310, 67579, 69141, 72302, 75279, 79285, 85456, 88087, 88670, 91293, 94663, 96772, 100616, 101363, 101504, 103295, 108036, 113545, 114070, 115338, 117058, 121116, 123894, 123961, 124251, 120575, 117665, 116578, 115739, 113703, 111064, 107183, 104671, 103421, 102081, 101202, 98926, 98058, 95837, 95371, 94067, 93071, 93004, 93978, 94503, 93693, 92437, 90415, 89120, 87100, 85491, 84571, 82997, 80426, 77246, 75394, 74872, 73174, 69150, 65167, 62303, 59925, 58977, 58443, 58631, 58091, 57276, 56572, 56327, 55303, 54602, 54518, 54440, 56505, 57394, 56928, 56397, 55072, 55415, 56226, 55089, 54418, 53929, 53329, 52933, 52349, 51070, 50388, 50587, 49861, 48274, 47752, 48473, 48479, 48688, 48150, 46956, 47541, 47017, 46714, 45982, 45756, 45650, 46534, 47241, 49160, 50971, 53343, 53151, 52042, 52863, 52544, 52606, 52944, 53562, 54572, 56982, 59441, 62488, 64756, 67120, 65700, 62333, 59040, 57073, 57486, 57890, 58391, 59382, 61886, 63751, 65624, 67202, 69247, 72689, 77351, 78287, 77703, 76832, 76996, 78070, 79441, 79471, 79885, 81365, 82576, 82985, 83096, 83038, 86748, 89991, 91679, 92933, 101315, 105612, 104573, 101854, 100349, 102515, 107720, 109775, 116094, 121622, 122357, 127152, 141559, 146079, 149298, 153784, 149523, 159396, 164173, 141725, 124326, 117905, 108143, 108345, 116244, 109158, 101413, 100119, 96948, 98040, 104030, 96090, 91068, 89825, 83703, 82510, 89661, 76338, 73081, 80668, 65902, 68056, 75094, 63686, 67475, 93049, 80387, 82768, 88598, 65362, 62138, 81744, 81102, 87169, 123060, 92075, 84213, 112544, 72064, 77750, 146943, 97457, 228999, 530311, 169506, 4396, 1633, 2261, 103183, 83440, 32387, 8611, 10430, 11738, 9054, 9553, 11029, 9163, 9187, 9476, 8144, 7108, 6518, 6920, 6725, 6691, 8379, 10762, 14983, 17602, 21769, 28301, 33473, 39205, 46353, 48738, 51794, 54653, 55743, 59770, 61869, 64170, 66062, 67310, 67579, 69141, 72302, 75279, 79285, 85456, 88087, 88670, 91293, 94663, 96772, 100616, 101363, 101504, 103295, 108036, 113545, 114070, 115338, 117058, 121116, 123894, 123961, 124251, 120575, 117665, 116578, 115739, 113703, 111064, 107183, 104671, 103421, 102081, 101202, 98926, 98058, 95837, 95371, 94067, 93071, 93004, 93978, 94503, 93693, 92437, 90415, 89120, 87100, 85491, 84571, 82997, 80426, 77246, 75394, 74872, 73174, 69150, 65167, 62303, 59925, 58977, 58443, 58631, 58091, 57276, 56572, 56327, 55303, 54602, 54518, 54440, 56505, 57394, 56928, 56397, 55072, 55415, 56226, 55089, 54418, 53929, 53329, 52933, 52349, 51070, 50388, 50587, 49861, 48274, 47752, 48473, 48479, 48688, 48150, 46956, 47541, 47017, 46714, 45982, 45756, 45650, 46534, 47241, 49160, 50971, 53343, 53151, 52042, 52863, 52544, 52606, 52944, 53562, 54572, 56982, 59441, 62488, 64756, 67120, 65700, 62333, 59040, 57073, 57486, 57890, 58391, 59382, 61886, 63751, 65624, 67202, 69247, 72689, 77351, 78287, 77703, 76832, 76996, 78070, 79441, 79471, 79885, 81365, 82576, 82985, 83096, 83038, 86748, 89991, 91679, 92933, 101315, 105612, 104573, 101854, 100349, 102515, 107720, 109775, 116094, 121622, 122357, 127152, 141559, 146079, 149298, 153784, 149523, 159396, 164173, 141725, 124326, 117905, 108143, 108345, 116244, 109158, 101413, 100119, 96948, 98040, 104030, 96090, 91068, 89825, 83703, 82510, 89661, 76338, 73081, 80668, 65902, 68056, 75094, 63686, 67475, 93049, 80387, 82768, 88598, 65362, 62138, 81744, 81102, 87169, 123060, 92075, 84213, 112544, 72064, 77750, 146943, 97457, 228999, 530311, 169506, 4396, 1633, 2261, 103183]]
+  ],
+  "validation": [
+    ["CXR_png/MCUCXR_0041_0.png", [5905424, 1564464, 340091, 77311, 85966, 55143, 50707, 69717, 40752, 43360, 53558, 42332, 40499, 43573, 40683, 44517, 51169, 48393, 50324, 53647, 52533, 56885, 63409, 66396, 70047, 73369, 73979, 75974, 79669, 82570, 86830, 90987, 88439, 89713, 93408, 94928, 95688, 94111, 90428, 89094, 87219, 88142, 88496, 87522, 85077, 82761, 81250, 80330, 79330, 77953, 74233, 72062, 69212, 66728, 66337, 66642, 65047, 62462, 59895, 57603, 55133, 53563, 51725, 50573, 48818, 47649, 47206, 47095, 47857, 48158, 47956, 48495, 48145, 48707, 48944, 48496, 48149, 49189, 50539, 52878, 54870, 55246, 54097, 53191, 53148, 52648, 50679, 50888, 51393, 52229, 52087, 51751, 51231, 52821, 54059, 55825, 59251, 63439, 66040, 68643, 73293, 77356, 78576, 76493, 74554, 74250, 74227, 72783, 71896, 71322, 71583, 70935, 71513, 69450, 68500, 67637, 67056, 65281, 64379, 64479, 64592, 64347, 62484, 61931, 60903, 58991, 57554, 57522, 55379, 53775, 51191, 49191, 48700, 48528, 46143, 43898, 42369, 40152, 39476, 39172, 38728, 37877, 38124, 38269, 37457, 37825, 38158, 37633, 37323, 37465, 36490, 35122, 33955, 32707, 32502, 31226, 30166, 30234, 29838, 29266, 28584, 28189, 28150, 28030, 28667, 29678, 30938, 31248, 32649, 33561, 33998, 33910, 33053, 31086, 29003, 27722, 28156, 29130, 30199, 31154, 32047, 31459, 31108, 31832, 33205, 32037, 31364, 31120, 30687, 30371, 30741, 31799, 34575, 38330, 41388, 43205, 49285, 51049, 55600, 61242, 62692, 64014, 67963, 69037, 67038, 62239, 52812, 50967, 53433, 52923, 50389, 47558, 42121, 37375, 34269, 29383, 26444, 23649, 18430, 14821, 11890, 10366, 10173, 10490, 8899, 7563, 6860, 5920, 5824, 5920, 5550, 5445, 5523, 5063, 5543, 5349, 5153, 5349, 5320, 5716, 6179, 7175, 5438, 5763, 5402, 4905, 5323, 5500, 4030, 4186, 2425, 883, 958, 1762, 2423, 105041, 5905424, 1564464, 340091, 77311, 85966, 55143, 50707, 69717, 40752, 43360, 53558, 42332, 40499, 43573, 40683, 44517, 51169, 48393, 50324, 53647, 52533, 56885, 63409, 66396, 70047, 73369, 73979, 75974, 79669, 82570, 86830, 90987, 88439, 89713, 93408, 94928, 95688, 94111, 90428, 89094, 87219, 88142, 88496, 87522, 85077, 82761, 81250, 80330, 79330, 77953, 74233, 72062, 69212, 66728, 66337, 66642, 65047, 62462, 59895, 57603, 55133, 53563, 51725, 50573, 48818, 47649, 47206, 47095, 47857, 48158, 47956, 48495, 48145, 48707, 48944, 48496, 48149, 49189, 50539, 52878, 54870, 55246, 54097, 53191, 53148, 52648, 50679, 50888, 51393, 52229, 52087, 51751, 51231, 52821, 54059, 55825, 59251, 63439, 66040, 68643, 73293, 77356, 78576, 76493, 74554, 74250, 74227, 72783, 71896, 71322, 71583, 70935, 71513, 69450, 68500, 67637, 67056, 65281, 64379, 64479, 64592, 64347, 62484, 61931, 60903, 58991, 57554, 57522, 55379, 53775, 51191, 49191, 48700, 48528, 46143, 43898, 42369, 40152, 39476, 39172, 38728, 37877, 38124, 38269, 37457, 37825, 38158, 37633, 37323, 37465, 36490, 35122, 33955, 32707, 32502, 31226, 30166, 30234, 29838, 29266, 28584, 28189, 28150, 28030, 28667, 29678, 30938, 31248, 32649, 33561, 33998, 33910, 33053, 31086, 29003, 27722, 28156, 29130, 30199, 31154, 32047, 31459, 31108, 31832, 33205, 32037, 31364, 31120, 30687, 30371, 30741, 31799, 34575, 38330, 41388, 43205, 49285, 51049, 55600, 61242, 62692, 64014, 67963, 69037, 67038, 62239, 52812, 50967, 53433, 52923, 50389, 47558, 42121, 37375, 34269, 29383, 26444, 23649, 18430, 14821, 11890, 10366, 10173, 10490, 8899, 7563, 6860, 5920, 5824, 5920, 5550, 5445, 5523, 5063, 5543, 5349, 5153, 5349, 5320, 5716, 6179, 7175, 5438, 5763, 5402, 4905, 5323, 5500, 4030, 4186, 2425, 883, 958, 1762, 2423, 105041, 5905424, 1564464, 340091, 77311, 85966, 55143, 50707, 69717, 40752, 43360, 53558, 42332, 40499, 43573, 40683, 44517, 51169, 48393, 50324, 53647, 52533, 56885, 63409, 66396, 70047, 73369, 73979, 75974, 79669, 82570, 86830, 90987, 88439, 89713, 93408, 94928, 95688, 94111, 90428, 89094, 87219, 88142, 88496, 87522, 85077, 82761, 81250, 80330, 79330, 77953, 74233, 72062, 69212, 66728, 66337, 66642, 65047, 62462, 59895, 57603, 55133, 53563, 51725, 50573, 48818, 47649, 47206, 47095, 47857, 48158, 47956, 48495, 48145, 48707, 48944, 48496, 48149, 49189, 50539, 52878, 54870, 55246, 54097, 53191, 53148, 52648, 50679, 50888, 51393, 52229, 52087, 51751, 51231, 52821, 54059, 55825, 59251, 63439, 66040, 68643, 73293, 77356, 78576, 76493, 74554, 74250, 74227, 72783, 71896, 71322, 71583, 70935, 71513, 69450, 68500, 67637, 67056, 65281, 64379, 64479, 64592, 64347, 62484, 61931, 60903, 58991, 57554, 57522, 55379, 53775, 51191, 49191, 48700, 48528, 46143, 43898, 42369, 40152, 39476, 39172, 38728, 37877, 38124, 38269, 37457, 37825, 38158, 37633, 37323, 37465, 36490, 35122, 33955, 32707, 32502, 31226, 30166, 30234, 29838, 29266, 28584, 28189, 28150, 28030, 28667, 29678, 30938, 31248, 32649, 33561, 33998, 33910, 33053, 31086, 29003, 27722, 28156, 29130, 30199, 31154, 32047, 31459, 31108, 31832, 33205, 32037, 31364, 31120, 30687, 30371, 30741, 31799, 34575, 38330, 41388, 43205, 49285, 51049, 55600, 61242, 62692, 64014, 67963, 69037, 67038, 62239, 52812, 50967, 53433, 52923, 50389, 47558, 42121, 37375, 34269, 29383, 26444, 23649, 18430, 14821, 11890, 10366, 10173, 10490, 8899, 7563, 6860, 5920, 5824, 5920, 5550, 5445, 5523, 5063, 5543, 5349, 5153, 5349, 5320, 5716, 6179, 7175, 5438, 5763, 5402, 4905, 5323, 5500, 4030, 4186, 2425, 883, 958, 1762, 2423, 105041]],
+    ["CXR_png/MCUCXR_0041_0.png", [5905424, 1564464, 340091, 77311, 85966, 55143, 50707, 69717, 40752, 43360, 53558, 42332, 40499, 43573, 40683, 44517, 51169, 48393, 50324, 53647, 52533, 56885, 63409, 66396, 70047, 73369, 73979, 75974, 79669, 82570, 86830, 90987, 88439, 89713, 93408, 94928, 95688, 94111, 90428, 89094, 87219, 88142, 88496, 87522, 85077, 82761, 81250, 80330, 79330, 77953, 74233, 72062, 69212, 66728, 66337, 66642, 65047, 62462, 59895, 57603, 55133, 53563, 51725, 50573, 48818, 47649, 47206, 47095, 47857, 48158, 47956, 48495, 48145, 48707, 48944, 48496, 48149, 49189, 50539, 52878, 54870, 55246, 54097, 53191, 53148, 52648, 50679, 50888, 51393, 52229, 52087, 51751, 51231, 52821, 54059, 55825, 59251, 63439, 66040, 68643, 73293, 77356, 78576, 76493, 74554, 74250, 74227, 72783, 71896, 71322, 71583, 70935, 71513, 69450, 68500, 67637, 67056, 65281, 64379, 64479, 64592, 64347, 62484, 61931, 60903, 58991, 57554, 57522, 55379, 53775, 51191, 49191, 48700, 48528, 46143, 43898, 42369, 40152, 39476, 39172, 38728, 37877, 38124, 38269, 37457, 37825, 38158, 37633, 37323, 37465, 36490, 35122, 33955, 32707, 32502, 31226, 30166, 30234, 29838, 29266, 28584, 28189, 28150, 28030, 28667, 29678, 30938, 31248, 32649, 33561, 33998, 33910, 33053, 31086, 29003, 27722, 28156, 29130, 30199, 31154, 32047, 31459, 31108, 31832, 33205, 32037, 31364, 31120, 30687, 30371, 30741, 31799, 34575, 38330, 41388, 43205, 49285, 51049, 55600, 61242, 62692, 64014, 67963, 69037, 67038, 62239, 52812, 50967, 53433, 52923, 50389, 47558, 42121, 37375, 34269, 29383, 26444, 23649, 18430, 14821, 11890, 10366, 10173, 10490, 8899, 7563, 6860, 5920, 5824, 5920, 5550, 5445, 5523, 5063, 5543, 5349, 5153, 5349, 5320, 5716, 6179, 7175, 5438, 5763, 5402, 4905, 5323, 5500, 4030, 4186, 2425, 883, 958, 1762, 2423, 105041, 5905424, 1564464, 340091, 77311, 85966, 55143, 50707, 69717, 40752, 43360, 53558, 42332, 40499, 43573, 40683, 44517, 51169, 48393, 50324, 53647, 52533, 56885, 63409, 66396, 70047, 73369, 73979, 75974, 79669, 82570, 86830, 90987, 88439, 89713, 93408, 94928, 95688, 94111, 90428, 89094, 87219, 88142, 88496, 87522, 85077, 82761, 81250, 80330, 79330, 77953, 74233, 72062, 69212, 66728, 66337, 66642, 65047, 62462, 59895, 57603, 55133, 53563, 51725, 50573, 48818, 47649, 47206, 47095, 47857, 48158, 47956, 48495, 48145, 48707, 48944, 48496, 48149, 49189, 50539, 52878, 54870, 55246, 54097, 53191, 53148, 52648, 50679, 50888, 51393, 52229, 52087, 51751, 51231, 52821, 54059, 55825, 59251, 63439, 66040, 68643, 73293, 77356, 78576, 76493, 74554, 74250, 74227, 72783, 71896, 71322, 71583, 70935, 71513, 69450, 68500, 67637, 67056, 65281, 64379, 64479, 64592, 64347, 62484, 61931, 60903, 58991, 57554, 57522, 55379, 53775, 51191, 49191, 48700, 48528, 46143, 43898, 42369, 40152, 39476, 39172, 38728, 37877, 38124, 38269, 37457, 37825, 38158, 37633, 37323, 37465, 36490, 35122, 33955, 32707, 32502, 31226, 30166, 30234, 29838, 29266, 28584, 28189, 28150, 28030, 28667, 29678, 30938, 31248, 32649, 33561, 33998, 33910, 33053, 31086, 29003, 27722, 28156, 29130, 30199, 31154, 32047, 31459, 31108, 31832, 33205, 32037, 31364, 31120, 30687, 30371, 30741, 31799, 34575, 38330, 41388, 43205, 49285, 51049, 55600, 61242, 62692, 64014, 67963, 69037, 67038, 62239, 52812, 50967, 53433, 52923, 50389, 47558, 42121, 37375, 34269, 29383, 26444, 23649, 18430, 14821, 11890, 10366, 10173, 10490, 8899, 7563, 6860, 5920, 5824, 5920, 5550, 5445, 5523, 5063, 5543, 5349, 5153, 5349, 5320, 5716, 6179, 7175, 5438, 5763, 5402, 4905, 5323, 5500, 4030, 4186, 2425, 883, 958, 1762, 2423, 105041, 5905424, 1564464, 340091, 77311, 85966, 55143, 50707, 69717, 40752, 43360, 53558, 42332, 40499, 43573, 40683, 44517, 51169, 48393, 50324, 53647, 52533, 56885, 63409, 66396, 70047, 73369, 73979, 75974, 79669, 82570, 86830, 90987, 88439, 89713, 93408, 94928, 95688, 94111, 90428, 89094, 87219, 88142, 88496, 87522, 85077, 82761, 81250, 80330, 79330, 77953, 74233, 72062, 69212, 66728, 66337, 66642, 65047, 62462, 59895, 57603, 55133, 53563, 51725, 50573, 48818, 47649, 47206, 47095, 47857, 48158, 47956, 48495, 48145, 48707, 48944, 48496, 48149, 49189, 50539, 52878, 54870, 55246, 54097, 53191, 53148, 52648, 50679, 50888, 51393, 52229, 52087, 51751, 51231, 52821, 54059, 55825, 59251, 63439, 66040, 68643, 73293, 77356, 78576, 76493, 74554, 74250, 74227, 72783, 71896, 71322, 71583, 70935, 71513, 69450, 68500, 67637, 67056, 65281, 64379, 64479, 64592, 64347, 62484, 61931, 60903, 58991, 57554, 57522, 55379, 53775, 51191, 49191, 48700, 48528, 46143, 43898, 42369, 40152, 39476, 39172, 38728, 37877, 38124, 38269, 37457, 37825, 38158, 37633, 37323, 37465, 36490, 35122, 33955, 32707, 32502, 31226, 30166, 30234, 29838, 29266, 28584, 28189, 28150, 28030, 28667, 29678, 30938, 31248, 32649, 33561, 33998, 33910, 33053, 31086, 29003, 27722, 28156, 29130, 30199, 31154, 32047, 31459, 31108, 31832, 33205, 32037, 31364, 31120, 30687, 30371, 30741, 31799, 34575, 38330, 41388, 43205, 49285, 51049, 55600, 61242, 62692, 64014, 67963, 69037, 67038, 62239, 52812, 50967, 53433, 52923, 50389, 47558, 42121, 37375, 34269, 29383, 26444, 23649, 18430, 14821, 11890, 10366, 10173, 10490, 8899, 7563, 6860, 5920, 5824, 5920, 5550, 5445, 5523, 5063, 5543, 5349, 5153, 5349, 5320, 5716, 6179, 7175, 5438, 5763, 5402, 4905, 5323, 5500, 4030, 4186, 2425, 883, 958, 1762, 2423, 105041]],
+    ["CXR_png/MCUCXR_0117_1.png", [4836904, 996292, 231791, 43758, 37641, 28729, 28209, 38124, 25836, 28015, 29060, 22383, 20924, 22585, 20118, 20443, 23952, 20949, 24087, 29819, 30057, 33576, 39131, 42281, 44862, 48104, 48045, 50877, 55398, 55910, 58240, 58752, 57401, 59152, 61512, 62521, 63197, 64590, 63804, 65867, 66895, 65487, 65397, 65392, 65655, 66120, 66867, 66989, 67179, 68547, 68789, 68743, 68421, 66647, 64645, 64543, 61880, 61629, 60988, 59254, 57191, 55090, 53212, 52962, 54203, 54724, 54643, 53721, 54508, 55047, 57146, 58444, 59834, 61768, 62741, 62537, 62409, 60603, 60113, 59980, 60060, 60162, 59746, 59504, 59441, 58870, 57442, 56875, 55077, 53946, 54630, 54258, 54920, 55022, 54584, 53921, 53079, 52626, 52336, 51531, 50597, 49662, 48473, 48231, 48865, 49466, 51520, 52811, 54375, 55097, 55313, 55335, 55411, 56185, 57593, 58177, 59050, 59901, 59657, 59573, 59556, 59511, 60487, 60710, 60037, 60508, 59713, 57711, 56976, 56275, 55830, 55265, 55268, 55193, 54624, 53915, 53319, 52942, 53652, 52864, 52239, 52254, 51748, 51351, 51070, 50871, 51034, 51573, 51966, 53440, 55376, 56385, 57440, 58311, 58197, 57693, 56896, 55167, 53783, 52192, 51558, 51176, 50370, 50130, 49409, 49928, 50785, 50715, 50939, 50563, 51098, 50711, 50549, 49849, 49972, 48890, 47870, 47056, 46916, 46276, 46044, 45967, 45517, 45210, 44899, 45465, 46243, 47545, 48573, 49243, 49343, 48986, 47675, 46896, 46348, 45163, 44622, 43220, 41841, 40943, 40643, 40627, 40103, 38834, 37564, 37036, 35375, 35229, 35051, 35620, 36780, 38610, 40739, 43799, 46209, 47841, 48447, 47800, 46734, 46264, 44674, 43903, 43547, 45413, 46655, 47569, 48976, 49260, 48720, 48220, 48189, 50650, 55538, 59320, 63330, 69044, 71915, 76399, 84809, 97897, 108542, 110723, 97545, 96257, 94232, 80673, 80005, 92724, 94894, 110086, 166494, 58396, 3033, 3766, 2969, 117162, 4836904, 996292, 231791, 43758, 37641, 28729, 28209, 38124, 25836, 28015, 29060, 22383, 20924, 22585, 20118, 20443, 23952, 20949, 24087, 29819, 30057, 33576, 39131, 42281, 44862, 48104, 48045, 50877, 55398, 55910, 58240, 58752, 57401, 59152, 61512, 62521, 63197, 64590, 63804, 65867, 66895, 65487, 65397, 65392, 65655, 66120, 66867, 66989, 67179, 68547, 68789, 68743, 68421, 66647, 64645, 64543, 61880, 61629, 60988, 59254, 57191, 55090, 53212, 52962, 54203, 54724, 54643, 53721, 54508, 55047, 57146, 58444, 59834, 61768, 62741, 62537, 62409, 60603, 60113, 59980, 60060, 60162, 59746, 59504, 59441, 58870, 57442, 56875, 55077, 53946, 54630, 54258, 54920, 55022, 54584, 53921, 53079, 52626, 52336, 51531, 50597, 49662, 48473, 48231, 48865, 49466, 51520, 52811, 54375, 55097, 55313, 55335, 55411, 56185, 57593, 58177, 59050, 59901, 59657, 59573, 59556, 59511, 60487, 60710, 60037, 60508, 59713, 57711, 56976, 56275, 55830, 55265, 55268, 55193, 54624, 53915, 53319, 52942, 53652, 52864, 52239, 52254, 51748, 51351, 51070, 50871, 51034, 51573, 51966, 53440, 55376, 56385, 57440, 58311, 58197, 57693, 56896, 55167, 53783, 52192, 51558, 51176, 50370, 50130, 49409, 49928, 50785, 50715, 50939, 50563, 51098, 50711, 50549, 49849, 49972, 48890, 47870, 47056, 46916, 46276, 46044, 45967, 45517, 45210, 44899, 45465, 46243, 47545, 48573, 49243, 49343, 48986, 47675, 46896, 46348, 45163, 44622, 43220, 41841, 40943, 40643, 40627, 40103, 38834, 37564, 37036, 35375, 35229, 35051, 35620, 36780, 38610, 40739, 43799, 46209, 47841, 48447, 47800, 46734, 46264, 44674, 43903, 43547, 45413, 46655, 47569, 48976, 49260, 48720, 48220, 48189, 50650, 55538, 59320, 63330, 69044, 71915, 76399, 84809, 97897, 108542, 110723, 97545, 96257, 94232, 80673, 80005, 92724, 94894, 110086, 166494, 58396, 3033, 3766, 2969, 117162, 4836904, 996292, 231791, 43758, 37641, 28729, 28209, 38124, 25836, 28015, 29060, 22383, 20924, 22585, 20118, 20443, 23952, 20949, 24087, 29819, 30057, 33576, 39131, 42281, 44862, 48104, 48045, 50877, 55398, 55910, 58240, 58752, 57401, 59152, 61512, 62521, 63197, 64590, 63804, 65867, 66895, 65487, 65397, 65392, 65655, 66120, 66867, 66989, 67179, 68547, 68789, 68743, 68421, 66647, 64645, 64543, 61880, 61629, 60988, 59254, 57191, 55090, 53212, 52962, 54203, 54724, 54643, 53721, 54508, 55047, 57146, 58444, 59834, 61768, 62741, 62537, 62409, 60603, 60113, 59980, 60060, 60162, 59746, 59504, 59441, 58870, 57442, 56875, 55077, 53946, 54630, 54258, 54920, 55022, 54584, 53921, 53079, 52626, 52336, 51531, 50597, 49662, 48473, 48231, 48865, 49466, 51520, 52811, 54375, 55097, 55313, 55335, 55411, 56185, 57593, 58177, 59050, 59901, 59657, 59573, 59556, 59511, 60487, 60710, 60037, 60508, 59713, 57711, 56976, 56275, 55830, 55265, 55268, 55193, 54624, 53915, 53319, 52942, 53652, 52864, 52239, 52254, 51748, 51351, 51070, 50871, 51034, 51573, 51966, 53440, 55376, 56385, 57440, 58311, 58197, 57693, 56896, 55167, 53783, 52192, 51558, 51176, 50370, 50130, 49409, 49928, 50785, 50715, 50939, 50563, 51098, 50711, 50549, 49849, 49972, 48890, 47870, 47056, 46916, 46276, 46044, 45967, 45517, 45210, 44899, 45465, 46243, 47545, 48573, 49243, 49343, 48986, 47675, 46896, 46348, 45163, 44622, 43220, 41841, 40943, 40643, 40627, 40103, 38834, 37564, 37036, 35375, 35229, 35051, 35620, 36780, 38610, 40739, 43799, 46209, 47841, 48447, 47800, 46734, 46264, 44674, 43903, 43547, 45413, 46655, 47569, 48976, 49260, 48720, 48220, 48189, 50650, 55538, 59320, 63330, 69044, 71915, 76399, 84809, 97897, 108542, 110723, 97545, 96257, 94232, 80673, 80005, 92724, 94894, 110086, 166494, 58396, 3033, 3766, 2969, 117162]],
+    ["CXR_png/MCUCXR_0006_0.png", [251579, 211821, 49636, 55225, 76947, 51872, 44645, 64490, 36282, 39955, 49267, 32643, 32607, 36372, 29600, 32634, 32607, 28393, 31654, 36433, 36390, 41802, 49098, 48523, 49145, 49022, 49189, 52515, 56173, 58786, 63354, 68892, 69246, 70890, 72985, 73902, 74377, 75650, 75409, 74428, 73736, 71286, 69542, 69027, 67066, 64918, 63364, 61009, 60622, 59847, 60373, 61153, 61057, 61831, 62673, 64060, 64243, 64159, 64099, 64386, 64084, 64419, 64705, 64053, 64511, 64847, 65473, 67028, 67829, 70439, 72673, 73488, 73697, 72626, 71300, 71126, 71513, 71702, 71045, 68921, 67470, 66479, 65075, 64383, 62699, 61743, 60077, 58092, 58075, 58241, 58172, 58016, 57184, 56790, 57002, 57846, 57787, 58069, 57879, 57055, 56867, 57224, 57316, 56918, 56540, 55647, 55696, 54622, 53656, 53545, 53517, 53170, 53297, 52589, 52298, 52429, 53030, 53577, 54071, 55155, 54881, 55885, 55685, 55524, 55295, 54915, 54614, 55299, 55462, 55947, 56978, 57400, 57948, 58449, 58381, 58708, 58491, 59441, 60881, 61926, 62717, 63393, 64353, 64652, 64252, 64638, 65762, 66171, 67415, 70113, 70654, 72727, 74518, 74907, 75324, 76233, 76693, 77929, 77670, 78411, 79256, 80406, 79897, 79923, 78213, 77495, 76369, 76847, 76668, 77685, 78064, 78183, 78834, 80756, 81237, 83826, 85062, 86685, 86407, 85560, 83095, 81253, 79402, 77926, 76251, 74041, 72999, 71752, 71253, 70574, 69857, 68954, 67288, 64839, 63484, 63241, 63602, 64205, 64675, 64972, 65401, 66632, 65624, 64218, 61848, 58867, 56788, 55365, 54485, 52932, 52646, 52316, 52488, 53082, 53500, 54270, 55168, 56058, 56518, 56584, 56245, 57038, 59261, 63674, 67833, 72068, 75810, 78543, 82748, 87163, 91727, 97580, 104443, 106362, 107232, 106458, 106939, 109333, 121688, 135718, 151945, 168112, 167351, 169122, 173366, 173016, 184551, 218154, 250189, 388295, 645591, 966678, 8935, 1877, 3164, 103497, 251579, 211821, 49636, 55225, 76947, 51872, 44645, 64490, 36282, 39955, 49267, 32643, 32607, 36372, 29600, 32634, 32607, 28393, 31654, 36433, 36390, 41802, 49098, 48523, 49145, 49022, 49189, 52515, 56173, 58786, 63354, 68892, 69246, 70890, 72985, 73902, 74377, 75650, 75409, 74428, 73736, 71286, 69542, 69027, 67066, 64918, 63364, 61009, 60622, 59847, 60373, 61153, 61057, 61831, 62673, 64060, 64243, 64159, 64099, 64386, 64084, 64419, 64705, 64053, 64511, 64847, 65473, 67028, 67829, 70439, 72673, 73488, 73697, 72626, 71300, 71126, 71513, 71702, 71045, 68921, 67470, 66479, 65075, 64383, 62699, 61743, 60077, 58092, 58075, 58241, 58172, 58016, 57184, 56790, 57002, 57846, 57787, 58069, 57879, 57055, 56867, 57224, 57316, 56918, 56540, 55647, 55696, 54622, 53656, 53545, 53517, 53170, 53297, 52589, 52298, 52429, 53030, 53577, 54071, 55155, 54881, 55885, 55685, 55524, 55295, 54915, 54614, 55299, 55462, 55947, 56978, 57400, 57948, 58449, 58381, 58708, 58491, 59441, 60881, 61926, 62717, 63393, 64353, 64652, 64252, 64638, 65762, 66171, 67415, 70113, 70654, 72727, 74518, 74907, 75324, 76233, 76693, 77929, 77670, 78411, 79256, 80406, 79897, 79923, 78213, 77495, 76369, 76847, 76668, 77685, 78064, 78183, 78834, 80756, 81237, 83826, 85062, 86685, 86407, 85560, 83095, 81253, 79402, 77926, 76251, 74041, 72999, 71752, 71253, 70574, 69857, 68954, 67288, 64839, 63484, 63241, 63602, 64205, 64675, 64972, 65401, 66632, 65624, 64218, 61848, 58867, 56788, 55365, 54485, 52932, 52646, 52316, 52488, 53082, 53500, 54270, 55168, 56058, 56518, 56584, 56245, 57038, 59261, 63674, 67833, 72068, 75810, 78543, 82748, 87163, 91727, 97580, 104443, 106362, 107232, 106458, 106939, 109333, 121688, 135718, 151945, 168112, 167351, 169122, 173366, 173016, 184551, 218154, 250189, 388295, 645591, 966678, 8935, 1877, 3164, 103497, 251579, 211821, 49636, 55225, 76947, 51872, 44645, 64490, 36282, 39955, 49267, 32643, 32607, 36372, 29600, 32634, 32607, 28393, 31654, 36433, 36390, 41802, 49098, 48523, 49145, 49022, 49189, 52515, 56173, 58786, 63354, 68892, 69246, 70890, 72985, 73902, 74377, 75650, 75409, 74428, 73736, 71286, 69542, 69027, 67066, 64918, 63364, 61009, 60622, 59847, 60373, 61153, 61057, 61831, 62673, 64060, 64243, 64159, 64099, 64386, 64084, 64419, 64705, 64053, 64511, 64847, 65473, 67028, 67829, 70439, 72673, 73488, 73697, 72626, 71300, 71126, 71513, 71702, 71045, 68921, 67470, 66479, 65075, 64383, 62699, 61743, 60077, 58092, 58075, 58241, 58172, 58016, 57184, 56790, 57002, 57846, 57787, 58069, 57879, 57055, 56867, 57224, 57316, 56918, 56540, 55647, 55696, 54622, 53656, 53545, 53517, 53170, 53297, 52589, 52298, 52429, 53030, 53577, 54071, 55155, 54881, 55885, 55685, 55524, 55295, 54915, 54614, 55299, 55462, 55947, 56978, 57400, 57948, 58449, 58381, 58708, 58491, 59441, 60881, 61926, 62717, 63393, 64353, 64652, 64252, 64638, 65762, 66171, 67415, 70113, 70654, 72727, 74518, 74907, 75324, 76233, 76693, 77929, 77670, 78411, 79256, 80406, 79897, 79923, 78213, 77495, 76369, 76847, 76668, 77685, 78064, 78183, 78834, 80756, 81237, 83826, 85062, 86685, 86407, 85560, 83095, 81253, 79402, 77926, 76251, 74041, 72999, 71752, 71253, 70574, 69857, 68954, 67288, 64839, 63484, 63241, 63602, 64205, 64675, 64972, 65401, 66632, 65624, 64218, 61848, 58867, 56788, 55365, 54485, 52932, 52646, 52316, 52488, 53082, 53500, 54270, 55168, 56058, 56518, 56584, 56245, 57038, 59261, 63674, 67833, 72068, 75810, 78543, 82748, 87163, 91727, 97580, 104443, 106362, 107232, 106458, 106939, 109333, 121688, 135718, 151945, 168112, 167351, 169122, 173366, 173016, 184551, 218154, 250189, 388295, 645591, 966678, 8935, 1877, 3164, 103497]],
+    ["CXR_png/MCUCXR_0068_0.png", [3346797, 248202, 23494, 26069, 29970, 16725, 14808, 22660, 13048, 15944, 20285, 13813, 12589, 16543, 14291, 17899, 21508, 18117, 21161, 26007, 26902, 28593, 32687, 33074, 35334, 40381, 40772, 42757, 44691, 42295, 44155, 47061, 46346, 46629, 46939, 46366, 46283, 45981, 46146, 45200, 45902, 45146, 47247, 49234, 49939, 52124, 55796, 58586, 60762, 61839, 62655, 64483, 64012, 64130, 63344, 61568, 58725, 57632, 57205, 56994, 56438, 56215, 56338, 54958, 54302, 54117, 53585, 53685, 55624, 58081, 60214, 61299, 62299, 63432, 63861, 63599, 62932, 62136, 61063, 60821, 60365, 59506, 61278, 60835, 60159, 58793, 56914, 55970, 54559, 53679, 52926, 52424, 51110, 48912, 47337, 46095, 45424, 45706, 45198, 43591, 42463, 41511, 40471, 39895, 39238, 39520, 39393, 38966, 39260, 38146, 37733, 36839, 35840, 35312, 34828, 35056, 35326, 35883, 35891, 35864, 36026, 35919, 35207, 35153, 34916, 34787, 37028, 34984, 35471, 36659, 37365, 39131, 40363, 40899, 41894, 41692, 42917, 43490, 44380, 46106, 46235, 47301, 46431, 45556, 45372, 45343, 45729, 45344, 46154, 46922, 48049, 49201, 50756, 51491, 51569, 51901, 52235, 53064, 52494, 51379, 50030, 49451, 48313, 48369, 48562, 49602, 50600, 50444, 52197, 52840, 54358, 54263, 52905, 52755, 54109, 56702, 59558, 61284, 61139, 60326, 60726, 61448, 64255, 68170, 74017, 78433, 81935, 86860, 91089, 93275, 92427, 90518, 86986, 83475, 81148, 79166, 78416, 76528, 77427, 78758, 77046, 73561, 71134, 67020, 64333, 61502, 58782, 57252, 55978, 53838, 52507, 52927, 52863, 53569, 57025, 56513, 59576, 60766, 56000, 55969, 58827, 55329, 54800, 59244, 61525, 63307, 68938, 64326, 65099, 67910, 67603, 74178, 92615, 81957, 78888, 86306, 79527, 82851, 101777, 102827, 118488, 158861, 115571, 121351, 164070, 131974, 145257, 238117, 162733, 337829, 797219, 1094478, 3698, 4679, 3642, 103041, 3346797, 248202, 23494, 26069, 29970, 16725, 14808, 22660, 13048, 15944, 20285, 13813, 12589, 16543, 14291, 17899, 21508, 18117, 21161, 26007, 26902, 28593, 32687, 33074, 35334, 40381, 40772, 42757, 44691, 42295, 44155, 47061, 46346, 46629, 46939, 46366, 46283, 45981, 46146, 45200, 45902, 45146, 47247, 49234, 49939, 52124, 55796, 58586, 60762, 61839, 62655, 64483, 64012, 64130, 63344, 61568, 58725, 57632, 57205, 56994, 56438, 56215, 56338, 54958, 54302, 54117, 53585, 53685, 55624, 58081, 60214, 61299, 62299, 63432, 63861, 63599, 62932, 62136, 61063, 60821, 60365, 59506, 61278, 60835, 60159, 58793, 56914, 55970, 54559, 53679, 52926, 52424, 51110, 48912, 47337, 46095, 45424, 45706, 45198, 43591, 42463, 41511, 40471, 39895, 39238, 39520, 39393, 38966, 39260, 38146, 37733, 36839, 35840, 35312, 34828, 35056, 35326, 35883, 35891, 35864, 36026, 35919, 35207, 35153, 34916, 34787, 37028, 34984, 35471, 36659, 37365, 39131, 40363, 40899, 41894, 41692, 42917, 43490, 44380, 46106, 46235, 47301, 46431, 45556, 45372, 45343, 45729, 45344, 46154, 46922, 48049, 49201, 50756, 51491, 51569, 51901, 52235, 53064, 52494, 51379, 50030, 49451, 48313, 48369, 48562, 49602, 50600, 50444, 52197, 52840, 54358, 54263, 52905, 52755, 54109, 56702, 59558, 61284, 61139, 60326, 60726, 61448, 64255, 68170, 74017, 78433, 81935, 86860, 91089, 93275, 92427, 90518, 86986, 83475, 81148, 79166, 78416, 76528, 77427, 78758, 77046, 73561, 71134, 67020, 64333, 61502, 58782, 57252, 55978, 53838, 52507, 52927, 52863, 53569, 57025, 56513, 59576, 60766, 56000, 55969, 58827, 55329, 54800, 59244, 61525, 63307, 68938, 64326, 65099, 67910, 67603, 74178, 92615, 81957, 78888, 86306, 79527, 82851, 101777, 102827, 118488, 158861, 115571, 121351, 164070, 131974, 145257, 238117, 162733, 337829, 797219, 1094478, 3698, 4679, 3642, 103041, 3346797, 248202, 23494, 26069, 29970, 16725, 14808, 22660, 13048, 15944, 20285, 13813, 12589, 16543, 14291, 17899, 21508, 18117, 21161, 26007, 26902, 28593, 32687, 33074, 35334, 40381, 40772, 42757, 44691, 42295, 44155, 47061, 46346, 46629, 46939, 46366, 46283, 45981, 46146, 45200, 45902, 45146, 47247, 49234, 49939, 52124, 55796, 58586, 60762, 61839, 62655, 64483, 64012, 64130, 63344, 61568, 58725, 57632, 57205, 56994, 56438, 56215, 56338, 54958, 54302, 54117, 53585, 53685, 55624, 58081, 60214, 61299, 62299, 63432, 63861, 63599, 62932, 62136, 61063, 60821, 60365, 59506, 61278, 60835, 60159, 58793, 56914, 55970, 54559, 53679, 52926, 52424, 51110, 48912, 47337, 46095, 45424, 45706, 45198, 43591, 42463, 41511, 40471, 39895, 39238, 39520, 39393, 38966, 39260, 38146, 37733, 36839, 35840, 35312, 34828, 35056, 35326, 35883, 35891, 35864, 36026, 35919, 35207, 35153, 34916, 34787, 37028, 34984, 35471, 36659, 37365, 39131, 40363, 40899, 41894, 41692, 42917, 43490, 44380, 46106, 46235, 47301, 46431, 45556, 45372, 45343, 45729, 45344, 46154, 46922, 48049, 49201, 50756, 51491, 51569, 51901, 52235, 53064, 52494, 51379, 50030, 49451, 48313, 48369, 48562, 49602, 50600, 50444, 52197, 52840, 54358, 54263, 52905, 52755, 54109, 56702, 59558, 61284, 61139, 60326, 60726, 61448, 64255, 68170, 74017, 78433, 81935, 86860, 91089, 93275, 92427, 90518, 86986, 83475, 81148, 79166, 78416, 76528, 77427, 78758, 77046, 73561, 71134, 67020, 64333, 61502, 58782, 57252, 55978, 53838, 52507, 52927, 52863, 53569, 57025, 56513, 59576, 60766, 56000, 55969, 58827, 55329, 54800, 59244, 61525, 63307, 68938, 64326, 65099, 67910, 67603, 74178, 92615, 81957, 78888, 86306, 79527, 82851, 101777, 102827, 118488, 158861, 115571, 121351, 164070, 131974, 145257, 238117, 162733, 337829, 797219, 1094478, 3698, 4679, 3642, 103041]]
+  ],
+  "test": [
+    ["CXR_png/MCUCXR_0054_0.png", [2699799, 501639, 58848, 56715, 67628, 42088, 40828, 50419, 32515, 35950, 34631, 28353, 26493, 26303, 23182, 23509, 24262, 22250, 22735, 25470, 25560, 30284, 36015, 40035, 43369, 48372, 50596, 52582, 54557, 56213, 60037, 62318, 62478, 63854, 65403, 66652, 68170, 71617, 71807, 72864, 74832, 76099, 77999, 78346, 77889, 76162, 75829, 75321, 73220, 71642, 70255, 69437, 68776, 67228, 66625, 66064, 65054, 63645, 63406, 61857, 60414, 59141, 58762, 59191, 59512, 59727, 60188, 61735, 62779, 63185, 61106, 60495, 59198, 58537, 58123, 58129, 57896, 57209, 56493, 56005, 56087, 56650, 57985, 58254, 57556, 56834, 56041, 54667, 53586, 52355, 50805, 49492, 48190, 46865, 45582, 45351, 45315, 44576, 44114, 44533, 44271, 45496, 46014, 46753, 46651, 46442, 45822, 45061, 44974, 45351, 45343, 45036, 44442, 43938, 42642, 42344, 42079, 41678, 42508, 43530, 43845, 44429, 44538, 44727, 45363, 46426, 48753, 47478, 48539, 49421, 50363, 50577, 50866, 51642, 52268, 52741, 52732, 53414, 54011, 54795, 57832, 58912, 59681, 58854, 57571, 57289, 55883, 54845, 54966, 55542, 56926, 57890, 58273, 57579, 57128, 56664, 56921, 57771, 58203, 58588, 57872, 57792, 57324, 56802, 56090, 55490, 55307, 54957, 56235, 57822, 59071, 58549, 59690, 59806, 61130, 62370, 62969, 62586, 62955, 64103, 65808, 67201, 67683, 70537, 74719, 76056, 75150, 74324, 73700, 72689, 70667, 68268, 64959, 62406, 60229, 59582, 59849, 60103, 61735, 66481, 69872, 72281, 72316, 72492, 70158, 69799, 67471, 66718, 63667, 58595, 55709, 56078, 57922, 59705, 63485, 65425, 67960, 69795, 66243, 65680, 69165, 68862, 72032, 81509, 85092, 89667, 95775, 87081, 90286, 100728, 89215, 85930, 102772, 91658, 95286, 114584, 89934, 84952, 106787, 100717, 110052, 152622, 108908, 124857, 214550, 147214, 175020, 404393, 169021, 264950, 222426, 209133, 3643, 4568, 3747, 102897, 2699799, 501639, 58848, 56715, 67628, 42088, 40828, 50419, 32515, 35950, 34631, 28353, 26493, 26303, 23182, 23509, 24262, 22250, 22735, 25470, 25560, 30284, 36015, 40035, 43369, 48372, 50596, 52582, 54557, 56213, 60037, 62318, 62478, 63854, 65403, 66652, 68170, 71617, 71807, 72864, 74832, 76099, 77999, 78346, 77889, 76162, 75829, 75321, 73220, 71642, 70255, 69437, 68776, 67228, 66625, 66064, 65054, 63645, 63406, 61857, 60414, 59141, 58762, 59191, 59512, 59727, 60188, 61735, 62779, 63185, 61106, 60495, 59198, 58537, 58123, 58129, 57896, 57209, 56493, 56005, 56087, 56650, 57985, 58254, 57556, 56834, 56041, 54667, 53586, 52355, 50805, 49492, 48190, 46865, 45582, 45351, 45315, 44576, 44114, 44533, 44271, 45496, 46014, 46753, 46651, 46442, 45822, 45061, 44974, 45351, 45343, 45036, 44442, 43938, 42642, 42344, 42079, 41678, 42508, 43530, 43845, 44429, 44538, 44727, 45363, 46426, 48753, 47478, 48539, 49421, 50363, 50577, 50866, 51642, 52268, 52741, 52732, 53414, 54011, 54795, 57832, 58912, 59681, 58854, 57571, 57289, 55883, 54845, 54966, 55542, 56926, 57890, 58273, 57579, 57128, 56664, 56921, 57771, 58203, 58588, 57872, 57792, 57324, 56802, 56090, 55490, 55307, 54957, 56235, 57822, 59071, 58549, 59690, 59806, 61130, 62370, 62969, 62586, 62955, 64103, 65808, 67201, 67683, 70537, 74719, 76056, 75150, 74324, 73700, 72689, 70667, 68268, 64959, 62406, 60229, 59582, 59849, 60103, 61735, 66481, 69872, 72281, 72316, 72492, 70158, 69799, 67471, 66718, 63667, 58595, 55709, 56078, 57922, 59705, 63485, 65425, 67960, 69795, 66243, 65680, 69165, 68862, 72032, 81509, 85092, 89667, 95775, 87081, 90286, 100728, 89215, 85930, 102772, 91658, 95286, 114584, 89934, 84952, 106787, 100717, 110052, 152622, 108908, 124857, 214550, 147214, 175020, 404393, 169021, 264950, 222426, 209133, 3643, 4568, 3747, 102897, 2699799, 501639, 58848, 56715, 67628, 42088, 40828, 50419, 32515, 35950, 34631, 28353, 26493, 26303, 23182, 23509, 24262, 22250, 22735, 25470, 25560, 30284, 36015, 40035, 43369, 48372, 50596, 52582, 54557, 56213, 60037, 62318, 62478, 63854, 65403, 66652, 68170, 71617, 71807, 72864, 74832, 76099, 77999, 78346, 77889, 76162, 75829, 75321, 73220, 71642, 70255, 69437, 68776, 67228, 66625, 66064, 65054, 63645, 63406, 61857, 60414, 59141, 58762, 59191, 59512, 59727, 60188, 61735, 62779, 63185, 61106, 60495, 59198, 58537, 58123, 58129, 57896, 57209, 56493, 56005, 56087, 56650, 57985, 58254, 57556, 56834, 56041, 54667, 53586, 52355, 50805, 49492, 48190, 46865, 45582, 45351, 45315, 44576, 44114, 44533, 44271, 45496, 46014, 46753, 46651, 46442, 45822, 45061, 44974, 45351, 45343, 45036, 44442, 43938, 42642, 42344, 42079, 41678, 42508, 43530, 43845, 44429, 44538, 44727, 45363, 46426, 48753, 47478, 48539, 49421, 50363, 50577, 50866, 51642, 52268, 52741, 52732, 53414, 54011, 54795, 57832, 58912, 59681, 58854, 57571, 57289, 55883, 54845, 54966, 55542, 56926, 57890, 58273, 57579, 57128, 56664, 56921, 57771, 58203, 58588, 57872, 57792, 57324, 56802, 56090, 55490, 55307, 54957, 56235, 57822, 59071, 58549, 59690, 59806, 61130, 62370, 62969, 62586, 62955, 64103, 65808, 67201, 67683, 70537, 74719, 76056, 75150, 74324, 73700, 72689, 70667, 68268, 64959, 62406, 60229, 59582, 59849, 60103, 61735, 66481, 69872, 72281, 72316, 72492, 70158, 69799, 67471, 66718, 63667, 58595, 55709, 56078, 57922, 59705, 63485, 65425, 67960, 69795, 66243, 65680, 69165, 68862, 72032, 81509, 85092, 89667, 95775, 87081, 90286, 100728, 89215, 85930, 102772, 91658, 95286, 114584, 89934, 84952, 106787, 100717, 110052, 152622, 108908, 124857, 214550, 147214, 175020, 404393, 169021, 264950, 222426, 209133, 3643, 4568, 3747, 102897]],
+    ["CXR_png/MCUCXR_0045_0.png", [2201057, 93378, 71506, 68680, 70325, 45059, 42207, 55892, 34496, 35980, 39337, 29757, 29057, 31008, 28294, 29896, 31909, 29657, 30477, 32527, 32686, 34553, 37634, 38983, 42001, 44996, 45557, 47443, 48263, 50145, 51977, 55007, 56937, 60912, 64616, 67177, 67773, 69689, 70742, 71638, 74446, 78200, 81064, 82980, 81072, 80132, 81121, 83409, 84451, 84343, 84094, 85497, 86073, 86344, 84739, 84646, 84821, 85104, 86950, 88467, 89149, 90724, 91487, 93708, 94563, 94409, 95171, 97142, 99757, 101728, 103608, 102842, 101001, 99654, 97876, 95887, 93640, 90562, 86380, 83808, 81207, 79834, 79409, 78128, 75542, 73483, 71505, 70587, 69213, 68138, 67106, 66192, 64734, 63815, 62179, 61318, 59947, 58962, 57092, 55978, 55065, 53992, 53721, 52930, 53085, 53539, 52982, 52149, 51893, 50751, 50354, 50209, 49664, 49110, 49332, 49072, 49926, 49871, 50276, 51173, 51494, 52790, 53511, 54182, 55035, 56011, 56453, 57105, 57995, 59272, 60778, 61963, 62812, 62842, 63922, 64105, 65767, 67250, 67677, 69078, 69564, 68722, 68305, 67612, 66812, 66648, 66385, 66468, 66789, 67845, 68834, 71430, 74944, 76037, 76495, 76552, 76436, 75932, 75974, 76879, 78100, 79323, 80149, 81093, 81344, 81287, 82906, 84562, 88364, 91597, 94233, 95490, 94612, 92652, 90423, 89818, 90163, 90488, 92945, 95141, 96518, 94412, 90928, 88548, 86063, 85036, 81761, 79716, 79172, 81437, 81620, 80491, 78674, 76831, 76823, 76890, 79419, 82536, 86903, 90964, 91740, 92089, 93416, 96355, 100565, 105520, 107249, 105564, 103101, 95310, 88282, 83020, 75328, 68647, 65399, 63136, 62128, 63264, 57165, 52449, 46938, 44954, 46525, 49263, 50238, 49820, 49836, 45832, 46009, 48238, 45896, 47429, 54594, 56768, 56459, 58441, 51091, 49147, 55357, 60053, 69477, 72972, 45260, 43405, 56631, 43894, 49772, 67424, 46874, 84609, 185880, 105270, 3840, 40, 0, 0, 2201057, 93378, 71506, 68680, 70325, 45059, 42207, 55892, 34496, 35980, 39337, 29757, 29057, 31008, 28294, 29896, 31909, 29657, 30477, 32527, 32686, 34553, 37634, 38983, 42001, 44996, 45557, 47443, 48263, 50145, 51977, 55007, 56937, 60912, 64616, 67177, 67773, 69689, 70742, 71638, 74446, 78200, 81064, 82980, 81072, 80132, 81121, 83409, 84451, 84343, 84094, 85497, 86073, 86344, 84739, 84646, 84821, 85104, 86950, 88467, 89149, 90724, 91487, 93708, 94563, 94409, 95171, 97142, 99757, 101728, 103608, 102842, 101001, 99654, 97876, 95887, 93640, 90562, 86380, 83808, 81207, 79834, 79409, 78128, 75542, 73483, 71505, 70587, 69213, 68138, 67106, 66192, 64734, 63815, 62179, 61318, 59947, 58962, 57092, 55978, 55065, 53992, 53721, 52930, 53085, 53539, 52982, 52149, 51893, 50751, 50354, 50209, 49664, 49110, 49332, 49072, 49926, 49871, 50276, 51173, 51494, 52790, 53511, 54182, 55035, 56011, 56453, 57105, 57995, 59272, 60778, 61963, 62812, 62842, 63922, 64105, 65767, 67250, 67677, 69078, 69564, 68722, 68305, 67612, 66812, 66648, 66385, 66468, 66789, 67845, 68834, 71430, 74944, 76037, 76495, 76552, 76436, 75932, 75974, 76879, 78100, 79323, 80149, 81093, 81344, 81287, 82906, 84562, 88364, 91597, 94233, 95490, 94612, 92652, 90423, 89818, 90163, 90488, 92945, 95141, 96518, 94412, 90928, 88548, 86063, 85036, 81761, 79716, 79172, 81437, 81620, 80491, 78674, 76831, 76823, 76890, 79419, 82536, 86903, 90964, 91740, 92089, 93416, 96355, 100565, 105520, 107249, 105564, 103101, 95310, 88282, 83020, 75328, 68647, 65399, 63136, 62128, 63264, 57165, 52449, 46938, 44954, 46525, 49263, 50238, 49820, 49836, 45832, 46009, 48238, 45896, 47429, 54594, 56768, 56459, 58441, 51091, 49147, 55357, 60053, 69477, 72972, 45260, 43405, 56631, 43894, 49772, 67424, 46874, 84609, 185880, 105270, 3840, 40, 0, 0, 2201057, 93378, 71506, 68680, 70325, 45059, 42207, 55892, 34496, 35980, 39337, 29757, 29057, 31008, 28294, 29896, 31909, 29657, 30477, 32527, 32686, 34553, 37634, 38983, 42001, 44996, 45557, 47443, 48263, 50145, 51977, 55007, 56937, 60912, 64616, 67177, 67773, 69689, 70742, 71638, 74446, 78200, 81064, 82980, 81072, 80132, 81121, 83409, 84451, 84343, 84094, 85497, 86073, 86344, 84739, 84646, 84821, 85104, 86950, 88467, 89149, 90724, 91487, 93708, 94563, 94409, 95171, 97142, 99757, 101728, 103608, 102842, 101001, 99654, 97876, 95887, 93640, 90562, 86380, 83808, 81207, 79834, 79409, 78128, 75542, 73483, 71505, 70587, 69213, 68138, 67106, 66192, 64734, 63815, 62179, 61318, 59947, 58962, 57092, 55978, 55065, 53992, 53721, 52930, 53085, 53539, 52982, 52149, 51893, 50751, 50354, 50209, 49664, 49110, 49332, 49072, 49926, 49871, 50276, 51173, 51494, 52790, 53511, 54182, 55035, 56011, 56453, 57105, 57995, 59272, 60778, 61963, 62812, 62842, 63922, 64105, 65767, 67250, 67677, 69078, 69564, 68722, 68305, 67612, 66812, 66648, 66385, 66468, 66789, 67845, 68834, 71430, 74944, 76037, 76495, 76552, 76436, 75932, 75974, 76879, 78100, 79323, 80149, 81093, 81344, 81287, 82906, 84562, 88364, 91597, 94233, 95490, 94612, 92652, 90423, 89818, 90163, 90488, 92945, 95141, 96518, 94412, 90928, 88548, 86063, 85036, 81761, 79716, 79172, 81437, 81620, 80491, 78674, 76831, 76823, 76890, 79419, 82536, 86903, 90964, 91740, 92089, 93416, 96355, 100565, 105520, 107249, 105564, 103101, 95310, 88282, 83020, 75328, 68647, 65399, 63136, 62128, 63264, 57165, 52449, 46938, 44954, 46525, 49263, 50238, 49820, 49836, 45832, 46009, 48238, 45896, 47429, 54594, 56768, 56459, 58441, 51091, 49147, 55357, 60053, 69477, 72972, 45260, 43405, 56631, 43894, 49772, 67424, 46874, 84609, 185880, 105270, 3840, 40, 0, 0]],
+    ["CXR_png/MCUCXR_0056_0.png", [6700116, 733769, 160615, 31176, 22484, 18743, 19268, 24481, 17046, 19345, 21673, 16685, 15309, 14518, 12736, 13775, 13672, 12403, 12004, 12996, 12122, 12235, 13207, 13081, 14027, 15176, 15555, 16657, 17891, 19658, 21803, 23433, 24031, 24054, 24470, 25132, 26385, 27989, 30309, 33414, 37308, 40822, 44340, 46637, 48627, 50969, 53213, 54340, 55599, 56591, 57291, 58680, 59056, 58775, 58538, 58937, 57994, 57556, 58256, 58031, 57609, 57303, 56487, 55385, 54293, 54254, 53736, 54031, 54884, 55232, 55336, 55015, 54435, 53169, 52975, 53204, 52947, 51858, 49592, 48501, 47752, 47484, 47408, 46063, 45207, 44824, 45085, 44762, 43909, 43003, 42747, 43266, 43320, 43922, 44399, 44186, 42961, 41968, 41184, 40702, 39918, 39691, 40514, 40994, 41160, 40134, 39271, 38411, 38842, 38376, 38831, 39074, 39358, 39634, 39165, 39048, 38851, 39072, 39355, 39881, 40487, 40340, 40027, 40650, 40652, 40543, 40117, 39545, 40147, 40186, 39675, 38402, 38126, 37960, 37381, 36584, 36472, 36016, 35410, 35557, 35350, 35151, 34915, 33742, 33655, 33388, 32551, 32533, 33279, 33824, 35313, 34506, 35102, 35558, 36249, 37220, 38196, 38491, 38928, 38032, 38019, 38310, 38758, 39919, 40140, 40793, 40767, 41382, 41650, 43574, 45101, 46731, 47660, 47323, 46779, 46541, 47960, 48899, 49808, 51864, 54736, 56949, 59054, 60700, 65070, 66062, 64738, 63190, 64000, 66700, 66830, 65790, 67957, 73605, 75497, 77657, 80487, 67940, 62983, 67421, 67274, 65318, 66121, 64362, 67647, 72897, 70322, 73593, 76742, 72890, 72513, 75909, 68443, 66812, 68437, 60835, 53923, 50276, 47937, 49376, 51065, 43148, 42757, 55193, 54880, 58891, 66373, 55610, 53318, 56012, 45194, 49660, 58844, 41635, 40257, 47577, 39276, 41030, 51714, 48122, 57044, 90423, 50018, 55996, 97272, 56536, 56687, 91423, 56883, 143235, 264706, 399270, 3533, 3548, 5540, 102958, 6700116, 733769, 160615, 31176, 22484, 18743, 19268, 24481, 17046, 19345, 21673, 16685, 15309, 14518, 12736, 13775, 13672, 12403, 12004, 12996, 12122, 12235, 13207, 13081, 14027, 15176, 15555, 16657, 17891, 19658, 21803, 23433, 24031, 24054, 24470, 25132, 26385, 27989, 30309, 33414, 37308, 40822, 44340, 46637, 48627, 50969, 53213, 54340, 55599, 56591, 57291, 58680, 59056, 58775, 58538, 58937, 57994, 57556, 58256, 58031, 57609, 57303, 56487, 55385, 54293, 54254, 53736, 54031, 54884, 55232, 55336, 55015, 54435, 53169, 52975, 53204, 52947, 51858, 49592, 48501, 47752, 47484, 47408, 46063, 45207, 44824, 45085, 44762, 43909, 43003, 42747, 43266, 43320, 43922, 44399, 44186, 42961, 41968, 41184, 40702, 39918, 39691, 40514, 40994, 41160, 40134, 39271, 38411, 38842, 38376, 38831, 39074, 39358, 39634, 39165, 39048, 38851, 39072, 39355, 39881, 40487, 40340, 40027, 40650, 40652, 40543, 40117, 39545, 40147, 40186, 39675, 38402, 38126, 37960, 37381, 36584, 36472, 36016, 35410, 35557, 35350, 35151, 34915, 33742, 33655, 33388, 32551, 32533, 33279, 33824, 35313, 34506, 35102, 35558, 36249, 37220, 38196, 38491, 38928, 38032, 38019, 38310, 38758, 39919, 40140, 40793, 40767, 41382, 41650, 43574, 45101, 46731, 47660, 47323, 46779, 46541, 47960, 48899, 49808, 51864, 54736, 56949, 59054, 60700, 65070, 66062, 64738, 63190, 64000, 66700, 66830, 65790, 67957, 73605, 75497, 77657, 80487, 67940, 62983, 67421, 67274, 65318, 66121, 64362, 67647, 72897, 70322, 73593, 76742, 72890, 72513, 75909, 68443, 66812, 68437, 60835, 53923, 50276, 47937, 49376, 51065, 43148, 42757, 55193, 54880, 58891, 66373, 55610, 53318, 56012, 45194, 49660, 58844, 41635, 40257, 47577, 39276, 41030, 51714, 48122, 57044, 90423, 50018, 55996, 97272, 56536, 56687, 91423, 56883, 143235, 264706, 399270, 3533, 3548, 5540, 102958, 6700116, 733769, 160615, 31176, 22484, 18743, 19268, 24481, 17046, 19345, 21673, 16685, 15309, 14518, 12736, 13775, 13672, 12403, 12004, 12996, 12122, 12235, 13207, 13081, 14027, 15176, 15555, 16657, 17891, 19658, 21803, 23433, 24031, 24054, 24470, 25132, 26385, 27989, 30309, 33414, 37308, 40822, 44340, 46637, 48627, 50969, 53213, 54340, 55599, 56591, 57291, 58680, 59056, 58775, 58538, 58937, 57994, 57556, 58256, 58031, 57609, 57303, 56487, 55385, 54293, 54254, 53736, 54031, 54884, 55232, 55336, 55015, 54435, 53169, 52975, 53204, 52947, 51858, 49592, 48501, 47752, 47484, 47408, 46063, 45207, 44824, 45085, 44762, 43909, 43003, 42747, 43266, 43320, 43922, 44399, 44186, 42961, 41968, 41184, 40702, 39918, 39691, 40514, 40994, 41160, 40134, 39271, 38411, 38842, 38376, 38831, 39074, 39358, 39634, 39165, 39048, 38851, 39072, 39355, 39881, 40487, 40340, 40027, 40650, 40652, 40543, 40117, 39545, 40147, 40186, 39675, 38402, 38126, 37960, 37381, 36584, 36472, 36016, 35410, 35557, 35350, 35151, 34915, 33742, 33655, 33388, 32551, 32533, 33279, 33824, 35313, 34506, 35102, 35558, 36249, 37220, 38196, 38491, 38928, 38032, 38019, 38310, 38758, 39919, 40140, 40793, 40767, 41382, 41650, 43574, 45101, 46731, 47660, 47323, 46779, 46541, 47960, 48899, 49808, 51864, 54736, 56949, 59054, 60700, 65070, 66062, 64738, 63190, 64000, 66700, 66830, 65790, 67957, 73605, 75497, 77657, 80487, 67940, 62983, 67421, 67274, 65318, 66121, 64362, 67647, 72897, 70322, 73593, 76742, 72890, 72513, 75909, 68443, 66812, 68437, 60835, 53923, 50276, 47937, 49376, 51065, 43148, 42757, 55193, 54880, 58891, 66373, 55610, 53318, 56012, 45194, 49660, 58844, 41635, 40257, 47577, 39276, 41030, 51714, 48122, 57044, 90423, 50018, 55996, 97272, 56536, 56687, 91423, 56883, 143235, 264706, 399270, 3533, 3548, 5540, 102958]],
+    ["CXR_png/MCUCXR_0258_1.png", [5992135, 23195, 1279542, 596469, 267383, 147840, 65334, 61730, 33613, 32693, 40384, 28669, 24311, 27645, 23621, 24100, 26826, 20625, 20771, 22224, 20229, 21104, 23433, 20396, 19726, 20345, 19444, 21154, 27459, 27171, 30422, 35605, 30994, 27436, 26817, 25787, 25268, 26174, 26659, 28677, 31386, 30153, 32079, 31040, 29934, 32504, 35150, 36396, 36709, 36827, 38020, 38146, 38393, 37264, 36975, 36834, 35509, 35205, 36861, 39420, 42112, 44173, 46980, 48040, 48901, 48787, 48893, 49952, 50751, 51220, 52000, 51889, 52698, 53831, 56047, 58499, 60057, 59593, 59444, 58692, 58417, 58409, 57287, 56097, 55362, 54048, 52864, 51289, 50050, 48701, 48624, 48717, 48753, 49256, 48992, 48342, 47894, 46829, 45860, 45463, 45652, 46864, 48698, 49729, 49871, 48486, 48104, 47682, 47949, 47479, 46787, 47439, 47687, 47266, 47534, 46746, 45286, 45059, 44617, 44287, 43877, 43472, 43502, 43028, 43471, 44144, 46999, 44231, 43458, 43749, 42926, 41974, 42094, 42440, 42754, 42535, 41445, 41736, 41928, 41852, 41210, 40313, 40202, 41138, 41918, 42672, 43120, 43739, 45243, 46428, 48307, 48283, 47762, 47957, 47514, 45493, 43377, 42247, 41332, 41021, 39585, 39555, 39485, 38881, 37323, 36811, 36200, 35076, 34543, 35710, 36709, 36592, 36817, 35936, 35220, 35232, 35025, 33714, 32671, 31515, 30324, 31053, 31165, 31179, 34141, 33002, 31913, 31559, 29837, 28548, 28338, 28372, 28718, 30095, 32055, 34555, 36721, 34279, 35213, 37927, 37246, 34982, 33197, 31935, 33206, 33918, 29995, 27087, 26104, 24466, 24876, 27102, 26236, 25970, 29229, 27452, 28643, 30173, 30323, 31402, 33778, 31081, 32781, 42163, 37922, 37327, 38512, 34377, 38442, 44135, 35767, 36625, 48760, 36199, 35672, 42464, 35921, 37269, 52423, 47176, 51786, 78533, 56786, 57037, 87551, 45429, 45232, 86450, 52004, 140212, 281598, 1117703, 3939, 4720, 4139, 102650, 5992135, 23195, 1279542, 596469, 267383, 147840, 65334, 61730, 33613, 32693, 40384, 28669, 24311, 27645, 23621, 24100, 26826, 20625, 20771, 22224, 20229, 21104, 23433, 20396, 19726, 20345, 19444, 21154, 27459, 27171, 30422, 35605, 30994, 27436, 26817, 25787, 25268, 26174, 26659, 28677, 31386, 30153, 32079, 31040, 29934, 32504, 35150, 36396, 36709, 36827, 38020, 38146, 38393, 37264, 36975, 36834, 35509, 35205, 36861, 39420, 42112, 44173, 46980, 48040, 48901, 48787, 48893, 49952, 50751, 51220, 52000, 51889, 52698, 53831, 56047, 58499, 60057, 59593, 59444, 58692, 58417, 58409, 57287, 56097, 55362, 54048, 52864, 51289, 50050, 48701, 48624, 48717, 48753, 49256, 48992, 48342, 47894, 46829, 45860, 45463, 45652, 46864, 48698, 49729, 49871, 48486, 48104, 47682, 47949, 47479, 46787, 47439, 47687, 47266, 47534, 46746, 45286, 45059, 44617, 44287, 43877, 43472, 43502, 43028, 43471, 44144, 46999, 44231, 43458, 43749, 42926, 41974, 42094, 42440, 42754, 42535, 41445, 41736, 41928, 41852, 41210, 40313, 40202, 41138, 41918, 42672, 43120, 43739, 45243, 46428, 48307, 48283, 47762, 47957, 47514, 45493, 43377, 42247, 41332, 41021, 39585, 39555, 39485, 38881, 37323, 36811, 36200, 35076, 34543, 35710, 36709, 36592, 36817, 35936, 35220, 35232, 35025, 33714, 32671, 31515, 30324, 31053, 31165, 31179, 34141, 33002, 31913, 31559, 29837, 28548, 28338, 28372, 28718, 30095, 32055, 34555, 36721, 34279, 35213, 37927, 37246, 34982, 33197, 31935, 33206, 33918, 29995, 27087, 26104, 24466, 24876, 27102, 26236, 25970, 29229, 27452, 28643, 30173, 30323, 31402, 33778, 31081, 32781, 42163, 37922, 37327, 38512, 34377, 38442, 44135, 35767, 36625, 48760, 36199, 35672, 42464, 35921, 37269, 52423, 47176, 51786, 78533, 56786, 57037, 87551, 45429, 45232, 86450, 52004, 140212, 281598, 1117703, 3939, 4720, 4139, 102650, 5992135, 23195, 1279542, 596469, 267383, 147840, 65334, 61730, 33613, 32693, 40384, 28669, 24311, 27645, 23621, 24100, 26826, 20625, 20771, 22224, 20229, 21104, 23433, 20396, 19726, 20345, 19444, 21154, 27459, 27171, 30422, 35605, 30994, 27436, 26817, 25787, 25268, 26174, 26659, 28677, 31386, 30153, 32079, 31040, 29934, 32504, 35150, 36396, 36709, 36827, 38020, 38146, 38393, 37264, 36975, 36834, 35509, 35205, 36861, 39420, 42112, 44173, 46980, 48040, 48901, 48787, 48893, 49952, 50751, 51220, 52000, 51889, 52698, 53831, 56047, 58499, 60057, 59593, 59444, 58692, 58417, 58409, 57287, 56097, 55362, 54048, 52864, 51289, 50050, 48701, 48624, 48717, 48753, 49256, 48992, 48342, 47894, 46829, 45860, 45463, 45652, 46864, 48698, 49729, 49871, 48486, 48104, 47682, 47949, 47479, 46787, 47439, 47687, 47266, 47534, 46746, 45286, 45059, 44617, 44287, 43877, 43472, 43502, 43028, 43471, 44144, 46999, 44231, 43458, 43749, 42926, 41974, 42094, 42440, 42754, 42535, 41445, 41736, 41928, 41852, 41210, 40313, 40202, 41138, 41918, 42672, 43120, 43739, 45243, 46428, 48307, 48283, 47762, 47957, 47514, 45493, 43377, 42247, 41332, 41021, 39585, 39555, 39485, 38881, 37323, 36811, 36200, 35076, 34543, 35710, 36709, 36592, 36817, 35936, 35220, 35232, 35025, 33714, 32671, 31515, 30324, 31053, 31165, 31179, 34141, 33002, 31913, 31559, 29837, 28548, 28338, 28372, 28718, 30095, 32055, 34555, 36721, 34279, 35213, 37927, 37246, 34982, 33197, 31935, 33206, 33918, 29995, 27087, 26104, 24466, 24876, 27102, 26236, 25970, 29229, 27452, 28643, 30173, 30323, 31402, 33778, 31081, 32781, 42163, 37922, 37327, 38512, 34377, 38442, 44135, 35767, 36625, 48760, 36199, 35672, 42464, 35921, 37269, 52423, 47176, 51786, 78533, 56786, 57037, 87551, 45429, 45232, 86450, 52004, 140212, 281598, 1117703, 3939, 4720, 4139, 102650]],
+    ["CXR_png/MCUCXR_0024_0.png", [4107373, 185284, 30169, 30345, 37448, 22767, 24486, 30763, 22016, 21859, 22644, 19496, 20028, 19961, 19406, 21605, 23556, 22073, 22102, 23490, 24941, 29242, 32398, 36512, 38907, 41120, 38599, 38245, 39713, 39681, 40451, 41646, 42866, 43830, 44072, 45100, 45300, 44787, 45616, 48578, 52115, 54504, 55131, 55133, 54411, 53826, 54108, 54404, 54863, 54753, 55319, 55116, 54648, 55287, 56659, 56842, 56362, 56232, 55497, 54557, 52576, 51352, 50354, 49955, 49687, 48434, 49123, 49670, 49696, 50657, 50792, 50822, 51093, 51566, 51616, 52776, 54483, 54648, 53718, 52243, 50135, 48952, 48236, 47716, 47738, 47340, 47575, 47821, 47888, 48653, 48691, 48594, 48266, 47664, 46615, 46319, 46370, 46343, 46584, 46839, 47286, 47797, 47742, 47587, 47570, 47027, 46522, 46308, 46538, 46997, 48204, 48171, 48080, 47419, 46883, 46509, 46105, 44860, 43521, 43487, 43323, 43501, 43077, 42776, 43601, 43790, 46453, 42892, 42635, 42562, 42793, 42728, 43209, 43174, 44085, 44563, 44960, 44757, 44727, 45434, 46630, 47316, 49127, 49562, 50989, 51979, 52461, 52684, 52418, 52353, 52545, 52534, 53298, 53705, 53341, 52961, 52719, 52408, 52570, 52625, 52954, 54350, 56332, 57543, 58735, 59846, 59779, 60397, 61577, 62087, 62041, 61275, 60939, 59307, 59493, 60150, 62587, 64702, 67558, 68813, 69318, 67705, 64733, 61804, 60400, 60168, 61208, 63413, 65884, 68918, 69391, 67602, 66686, 64594, 62115, 60384, 59271, 60546, 62532, 65605, 66401, 66209, 65116, 61679, 60115, 60586, 60149, 59181, 59225, 58819, 59008, 60158, 59557, 60328, 62812, 61148, 60219, 59343, 55521, 53969, 57366, 56297, 57417, 65239, 67656, 72528, 86204, 83077, 86578, 86932, 81057, 89407, 115563, 111732, 113168, 124404, 99302, 89651, 99236, 88112, 93052, 144092, 110411, 109406, 130539, 98335, 109146, 198790, 153663, 298838, 663346, 555409, 4014, 5081, 3965, 102822, 4107373, 185284, 30169, 30345, 37448, 22767, 24486, 30763, 22016, 21859, 22644, 19496, 20028, 19961, 19406, 21605, 23556, 22073, 22102, 23490, 24941, 29242, 32398, 36512, 38907, 41120, 38599, 38245, 39713, 39681, 40451, 41646, 42866, 43830, 44072, 45100, 45300, 44787, 45616, 48578, 52115, 54504, 55131, 55133, 54411, 53826, 54108, 54404, 54863, 54753, 55319, 55116, 54648, 55287, 56659, 56842, 56362, 56232, 55497, 54557, 52576, 51352, 50354, 49955, 49687, 48434, 49123, 49670, 49696, 50657, 50792, 50822, 51093, 51566, 51616, 52776, 54483, 54648, 53718, 52243, 50135, 48952, 48236, 47716, 47738, 47340, 47575, 47821, 47888, 48653, 48691, 48594, 48266, 47664, 46615, 46319, 46370, 46343, 46584, 46839, 47286, 47797, 47742, 47587, 47570, 47027, 46522, 46308, 46538, 46997, 48204, 48171, 48080, 47419, 46883, 46509, 46105, 44860, 43521, 43487, 43323, 43501, 43077, 42776, 43601, 43790, 46453, 42892, 42635, 42562, 42793, 42728, 43209, 43174, 44085, 44563, 44960, 44757, 44727, 45434, 46630, 47316, 49127, 49562, 50989, 51979, 52461, 52684, 52418, 52353, 52545, 52534, 53298, 53705, 53341, 52961, 52719, 52408, 52570, 52625, 52954, 54350, 56332, 57543, 58735, 59846, 59779, 60397, 61577, 62087, 62041, 61275, 60939, 59307, 59493, 60150, 62587, 64702, 67558, 68813, 69318, 67705, 64733, 61804, 60400, 60168, 61208, 63413, 65884, 68918, 69391, 67602, 66686, 64594, 62115, 60384, 59271, 60546, 62532, 65605, 66401, 66209, 65116, 61679, 60115, 60586, 60149, 59181, 59225, 58819, 59008, 60158, 59557, 60328, 62812, 61148, 60219, 59343, 55521, 53969, 57366, 56297, 57417, 65239, 67656, 72528, 86204, 83077, 86578, 86932, 81057, 89407, 115563, 111732, 113168, 124404, 99302, 89651, 99236, 88112, 93052, 144092, 110411, 109406, 130539, 98335, 109146, 198790, 153663, 298838, 663346, 555409, 4014, 5081, 3965, 102822, 4107373, 185284, 30169, 30345, 37448, 22767, 24486, 30763, 22016, 21859, 22644, 19496, 20028, 19961, 19406, 21605, 23556, 22073, 22102, 23490, 24941, 29242, 32398, 36512, 38907, 41120, 38599, 38245, 39713, 39681, 40451, 41646, 42866, 43830, 44072, 45100, 45300, 44787, 45616, 48578, 52115, 54504, 55131, 55133, 54411, 53826, 54108, 54404, 54863, 54753, 55319, 55116, 54648, 55287, 56659, 56842, 56362, 56232, 55497, 54557, 52576, 51352, 50354, 49955, 49687, 48434, 49123, 49670, 49696, 50657, 50792, 50822, 51093, 51566, 51616, 52776, 54483, 54648, 53718, 52243, 50135, 48952, 48236, 47716, 47738, 47340, 47575, 47821, 47888, 48653, 48691, 48594, 48266, 47664, 46615, 46319, 46370, 46343, 46584, 46839, 47286, 47797, 47742, 47587, 47570, 47027, 46522, 46308, 46538, 46997, 48204, 48171, 48080, 47419, 46883, 46509, 46105, 44860, 43521, 43487, 43323, 43501, 43077, 42776, 43601, 43790, 46453, 42892, 42635, 42562, 42793, 42728, 43209, 43174, 44085, 44563, 44960, 44757, 44727, 45434, 46630, 47316, 49127, 49562, 50989, 51979, 52461, 52684, 52418, 52353, 52545, 52534, 53298, 53705, 53341, 52961, 52719, 52408, 52570, 52625, 52954, 54350, 56332, 57543, 58735, 59846, 59779, 60397, 61577, 62087, 62041, 61275, 60939, 59307, 59493, 60150, 62587, 64702, 67558, 68813, 69318, 67705, 64733, 61804, 60400, 60168, 61208, 63413, 65884, 68918, 69391, 67602, 66686, 64594, 62115, 60384, 59271, 60546, 62532, 65605, 66401, 66209, 65116, 61679, 60115, 60586, 60149, 59181, 59225, 58819, 59008, 60158, 59557, 60328, 62812, 61148, 60219, 59343, 55521, 53969, 57366, 56297, 57417, 65239, 67656, 72528, 86204, 83077, 86578, 86932, 81057, 89407, 115563, 111732, 113168, 124404, 99302, 89651, 99236, 88112, 93052, 144092, 110411, 109406, 130539, 98335, 109146, 198790, 153663, 298838, 663346, 555409, 4014, 5081, 3965, 102822]]
+  ]
+}

src/mednet/libs/segmentation/tests/test_montgomery.py

+# SPDX-FileCopyrightText: Copyright © 2024 Idiap Research Institute <contact@idiap.ch>
+#
+# SPDX-License-Identifier: GPL-3.0-or-later
+"""Tests for Montgomery dataset."""
+
+import importlib
+
+import pytest
+from click.testing import CliRunner
+
+
+def id_function(val):
+    if isinstance(val, dict):
+        return str(val)
+    return repr(val)
+
+
+@pytest.mark.parametrize(
+    "split,lengths",
+    [
+        ("default", dict(train=96, validation=14, test=28)),
+    ],
+    ids=id_function,  # just changes how pytest prints it
+)
+def test_protocol_consistency(
+    database_checkers,
+    split: str,
+    lengths: dict[str, int],
+):
+    from mednet.libs.segmentation.config.data.montgomery.datamodule import (
+        make_split,
+    )
+
+    database_checkers.check_split(
+        make_split(f"{split}.json"),
+        lengths=lengths,
+    )
+
+
+@pytest.mark.skip_if_rc_var_not_set("datadir.montgomery")
+def test_database_check():
+    from mednet.libs.segmentation.scripts.database import check
+
+    runner = CliRunner()
+    result = runner.invoke(check, ["montgomery"])
+    assert (
+        result.exit_code == 0
+    ), f"Exit code {result.exit_code} != 0 -- Output:\n{result.output}"
+
+
+@pytest.mark.skip_if_rc_var_not_set("datadir.montgomery")
+@pytest.mark.parametrize(
+    "dataset",
+    [
+        "train",
+        "validation",
+        "test",
+    ],
+)
+@pytest.mark.parametrize(
+    "name",
+    [
+        "default",
+    ],
+)
+def test_loading(database_checkers, name: str, dataset: str):
+    datamodule = importlib.import_module(
+        f".{name}",
+        "mednet.libs.segmentation.config.data.montgomery",
+    ).datamodule
+
+    datamodule.model_transforms = []  # should be done before setup()
+    datamodule.setup("predict")  # sets up all datasets
+
+    loader = datamodule.predict_dataloader()[dataset]
+
+    limit = 3  # limit load checking
+    for batch in loader:
+        if limit == 0:
+            break
+        database_checkers.check_loaded_batch(
+            batch,
+            batch_size=1,
+            color_planes=3,
+            expected_num_targets=1,
+            prefixes=["CXR_png"],
+        )
+        limit -= 1
+
+
+@pytest.mark.skip_if_rc_var_not_set("datadir.montgomery")
+def test_raw_transforms_image_quality(database_checkers, datadir):
+    reference_histogram_file = str(
+        datadir / "histograms/raw_data/histograms_montgomery_default.json",
+    )
+
+    datamodule = importlib.import_module(
+        ".default",
+        "mednet.libs.segmentation.config.data.montgomery",
+    ).datamodule
+
+    datamodule.model_transforms = []
+    datamodule.setup("predict")
+
+    database_checkers.check_image_quality(datamodule, reference_histogram_file)
+
+
+@pytest.mark.skip_if_rc_var_not_set("datadir.montgomery")
+@pytest.mark.parametrize(
+    "model_name",
+    ["lwnet"],
+)
+def test_model_transforms_image_quality(database_checkers, datadir, model_name):
+    reference_histogram_file = str(
+        datadir
+        / f"histograms/models/histograms_{model_name}_montgomery_default.json",
+    )
+
+    datamodule = importlib.import_module(
+        ".default",
+        "mednet.libs.segmentation.config.data.montgomery",
+    ).datamodule
+
+    model = importlib.import_module(
+        f".{model_name}",
+        "mednet.libs.segmentation.config.models",
+    ).model
+
+    datamodule.model_transforms = model.model_transforms
+    datamodule.setup("predict")
+
+    database_checkers.check_image_quality(
+        datamodule,
+        reference_histogram_file,
+        compare_type="statistical",
+        pearson_coeff_threshold=0.005,
+    )