diff --git a/src/ptbench/configs/datasets/tbx11k_simplified/__init__.py b/src/ptbench/configs/datasets/tbx11k_simplified/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..643625e0679047392d7c214c524452b405ca0d15
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified/__init__.py
@@ -0,0 +1,27 @@
+# Copyright © 2022 Idiap Research Institute <contact@idiap.ch>
+#
+# SPDX-License-Identifier: GPL-3.0-or-later
+
+
+def _maker(protocol, RGB=False):
+    from torchvision import transforms
+
+    from ....data.tbx11k_simplified import dataset as raw
+    from ....data.transforms import ElasticDeformation, RemoveBlackBorders, RGBtoGreyscale8bit
+    from .. import make_dataset as mk
+
+    post_transforms = []
+    if RGB:
+        post_transforms = [
+            transforms.Lambda(lambda x: x.convert("RGB")),
+            transforms.ToTensor(),
+        ]
+
+    return mk(
+        [raw.subsets(protocol)],
+        [
+            RGBtoGreyscale8bit()
+        ],
+        [ElasticDeformation(p=0.8)],
+        post_transforms,
+    )
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified/default.py b/src/ptbench/configs/datasets/tbx11k_simplified/default.py
new file mode 100644
index 0000000000000000000000000000000000000000..6aa1b81b16f4049b3998f434ee084eef2d11704b
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified/default.py
@@ -0,0 +1,17 @@
+# Copyright © 2022 Idiap Research Institute <contact@idiap.ch>
+#
+# SPDX-License-Identifier: GPL-3.0-or-later
+
+"""TBX11k simplified dataset for TB detection (default protocol)
+
+* Split reference: first 62.5% of TB and healthy CXR for "train" 15.9% for
+* "validation", 21.6% for "test"
+* This split only consists of healthy and active TB samples
+* "Latent TB" or "sick & non-TB" samples are not included in this configuration
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("default")