From 22d59e8cba88803dd1db99e525eaf4c1623a429a Mon Sep 17 00:00:00 2001
From: "ogueler@idiap.ch" <ogueler@vws110.idiap.ch>
Date: Tue, 4 Apr 2023 03:11:09 +0200
Subject: [PATCH] added alternative configurations for tbx11k

---
 .../datasets/tbx11k_simplified_RS/default.py  |   3 +-
 .../datasets/tbx11k_simplified_RS/fold_0.py   |   2 +-
 .../datasets/tbx11k_simplified_RS/fold_1.py   |   2 +-
 .../datasets/tbx11k_simplified_RS/fold_2.py   |   2 +-
 .../datasets/tbx11k_simplified_RS/fold_3.py   |   2 +-
 .../datasets/tbx11k_simplified_RS/fold_4.py   |   2 +-
 .../datasets/tbx11k_simplified_RS/fold_5.py   |   2 +-
 .../datasets/tbx11k_simplified_RS/fold_6.py   |   2 +-
 .../datasets/tbx11k_simplified_RS/fold_7.py   |   2 +-
 .../datasets/tbx11k_simplified_RS/fold_8.py   |   2 +-
 .../datasets/tbx11k_simplified_RS/fold_9.py   |   2 +-
 .../tbx11k_simplified_RS_v2/__init__.py       |  10 +++
 .../tbx11k_simplified_RS_v2/default.py        |  18 +++++
 .../tbx11k_simplified_RS_v2/fold_0.py         |  17 +++++
 .../tbx11k_simplified_RS_v2/fold_1.py         |  17 +++++
 .../tbx11k_simplified_RS_v2/fold_2.py         |  17 +++++
 .../tbx11k_simplified_RS_v2/fold_3.py         |  17 +++++
 .../tbx11k_simplified_RS_v2/fold_4.py         |  17 +++++
 .../tbx11k_simplified_RS_v2/fold_5.py         |  17 +++++
 .../tbx11k_simplified_RS_v2/fold_6.py         |  17 +++++
 .../tbx11k_simplified_RS_v2/fold_7.py         |  17 +++++
 .../tbx11k_simplified_RS_v2/fold_8.py         |  17 +++++
 .../tbx11k_simplified_RS_v2/fold_9.py         |  17 +++++
 .../tbx11k_simplified_RS_v3/__init__.py       |  10 +++
 .../tbx11k_simplified_RS_v3/default.py        |  18 +++++
 .../tbx11k_simplified_RS_v3/fold_0.py         |  17 +++++
 .../tbx11k_simplified_RS_v3/fold_1.py         |  17 +++++
 .../tbx11k_simplified_RS_v3/fold_2.py         |  17 +++++
 .../tbx11k_simplified_RS_v3/fold_3.py         |  17 +++++
 .../tbx11k_simplified_RS_v3/fold_4.py         |  17 +++++
 .../tbx11k_simplified_RS_v3/fold_5.py         |  17 +++++
 .../tbx11k_simplified_RS_v3/fold_6.py         |  17 +++++
 .../tbx11k_simplified_RS_v3/fold_7.py         |  17 +++++
 .../tbx11k_simplified_RS_v3/fold_8.py         |  17 +++++
 .../tbx11k_simplified_RS_v3/fold_9.py         |  17 +++++
 .../datasets/tbx11k_simplified_v2/__init__.py |  25 +++++++
 .../datasets/tbx11k_simplified_v2/default.py  |  17 +++++
 .../datasets/tbx11k_simplified_v2/fold_0.py   |  17 +++++
 .../tbx11k_simplified_v2/fold_0_rgb.py        |  17 +++++
 .../datasets/tbx11k_simplified_v2/fold_1.py   |  17 +++++
 .../tbx11k_simplified_v2/fold_1_rgb.py        |  17 +++++
 .../datasets/tbx11k_simplified_v2/fold_2.py   |  17 +++++
 .../tbx11k_simplified_v2/fold_2_rgb.py        |  17 +++++
 .../datasets/tbx11k_simplified_v2/fold_3.py   |  17 +++++
 .../tbx11k_simplified_v2/fold_3_rgb.py        |  17 +++++
 .../datasets/tbx11k_simplified_v2/fold_4.py   |  17 +++++
 .../tbx11k_simplified_v2/fold_4_rgb.py        |  17 +++++
 .../datasets/tbx11k_simplified_v2/fold_5.py   |  17 +++++
 .../tbx11k_simplified_v2/fold_5_rgb.py        |  17 +++++
 .../datasets/tbx11k_simplified_v2/fold_6.py   |  17 +++++
 .../tbx11k_simplified_v2/fold_6_rgb.py        |  17 +++++
 .../datasets/tbx11k_simplified_v2/fold_7.py   |  17 +++++
 .../tbx11k_simplified_v2/fold_7_rgb.py        |  17 +++++
 .../datasets/tbx11k_simplified_v2/fold_8.py   |  17 +++++
 .../tbx11k_simplified_v2/fold_8_rgb.py        |  17 +++++
 .../datasets/tbx11k_simplified_v2/fold_9.py   |  17 +++++
 .../tbx11k_simplified_v2/fold_9_rgb.py        |  17 +++++
 .../datasets/tbx11k_simplified_v2/rgb.py      |  17 +++++
 .../datasets/tbx11k_simplified_v3/__init__.py |  25 +++++++
 .../datasets/tbx11k_simplified_v3/default.py  |  17 +++++
 .../datasets/tbx11k_simplified_v3/fold_0.py   |  17 +++++
 .../tbx11k_simplified_v3/fold_0_rgb.py        |  17 +++++
 .../datasets/tbx11k_simplified_v3/fold_1.py   |  17 +++++
 .../tbx11k_simplified_v3/fold_1_rgb.py        |  17 +++++
 .../datasets/tbx11k_simplified_v3/fold_2.py   |  17 +++++
 .../tbx11k_simplified_v3/fold_2_rgb.py        |  17 +++++
 .../datasets/tbx11k_simplified_v3/fold_3.py   |  17 +++++
 .../tbx11k_simplified_v3/fold_3_rgb.py        |  17 +++++
 .../datasets/tbx11k_simplified_v3/fold_4.py   |  17 +++++
 .../tbx11k_simplified_v3/fold_4_rgb.py        |  17 +++++
 .../datasets/tbx11k_simplified_v3/fold_5.py   |  17 +++++
 .../tbx11k_simplified_v3/fold_5_rgb.py        |  17 +++++
 .../datasets/tbx11k_simplified_v3/fold_6.py   |  17 +++++
 .../tbx11k_simplified_v3/fold_6_rgb.py        |  17 +++++
 .../datasets/tbx11k_simplified_v3/fold_7.py   |  17 +++++
 .../tbx11k_simplified_v3/fold_7_rgb.py        |  17 +++++
 .../datasets/tbx11k_simplified_v3/fold_8.py   |  17 +++++
 .../tbx11k_simplified_v3/fold_8_rgb.py        |  17 +++++
 .../datasets/tbx11k_simplified_v3/fold_9.py   |  17 +++++
 .../tbx11k_simplified_v3/fold_9_rgb.py        |  17 +++++
 .../datasets/tbx11k_simplified_v3/rgb.py      |  17 +++++
 .../data/tbx11k_simplified/__init__.py        |   4 +-
 .../data/tbx11k_simplified_RS_v2/__init__.py  |  62 ++++++++++++++++
 .../data/tbx11k_simplified_RS_v3/__init__.py  |  62 ++++++++++++++++
 .../data/tbx11k_simplified_v2/__init__.py     |  70 ++++++++++++++++++
 .../tbx11k_simplified_v2/default.json.bz2     | Bin 0 -> 17839 bytes
 .../data/tbx11k_simplified_v2/fold_0.json.bz2 | Bin 0 -> 17809 bytes
 .../data/tbx11k_simplified_v2/fold_1.json.bz2 | Bin 0 -> 17883 bytes
 .../data/tbx11k_simplified_v2/fold_2.json.bz2 | Bin 0 -> 17694 bytes
 .../data/tbx11k_simplified_v2/fold_3.json.bz2 | Bin 0 -> 17859 bytes
 .../data/tbx11k_simplified_v2/fold_4.json.bz2 | Bin 0 -> 17903 bytes
 .../data/tbx11k_simplified_v2/fold_5.json.bz2 | Bin 0 -> 17839 bytes
 .../data/tbx11k_simplified_v2/fold_6.json.bz2 | Bin 0 -> 17945 bytes
 .../data/tbx11k_simplified_v2/fold_7.json.bz2 | Bin 0 -> 17745 bytes
 .../data/tbx11k_simplified_v2/fold_8.json.bz2 | Bin 0 -> 17847 bytes
 .../data/tbx11k_simplified_v2/fold_9.json.bz2 | Bin 0 -> 17816 bytes
 .../data/tbx11k_simplified_v3/__init__.py     |  70 ++++++++++++++++++
 .../tbx11k_simplified_v3/default.json.bz2     | Bin 0 -> 18916 bytes
 .../data/tbx11k_simplified_v3/fold_0.json.bz2 | Bin 0 -> 19000 bytes
 .../data/tbx11k_simplified_v3/fold_1.json.bz2 | Bin 0 -> 18989 bytes
 .../data/tbx11k_simplified_v3/fold_2.json.bz2 | Bin 0 -> 19082 bytes
 .../data/tbx11k_simplified_v3/fold_3.json.bz2 | Bin 0 -> 19002 bytes
 .../data/tbx11k_simplified_v3/fold_4.json.bz2 | Bin 0 -> 19061 bytes
 .../data/tbx11k_simplified_v3/fold_5.json.bz2 | Bin 0 -> 19138 bytes
 .../data/tbx11k_simplified_v3/fold_6.json.bz2 | Bin 0 -> 19090 bytes
 .../data/tbx11k_simplified_v3/fold_7.json.bz2 | Bin 0 -> 19069 bytes
 .../data/tbx11k_simplified_v3/fold_8.json.bz2 | Bin 0 -> 19092 bytes
 .../data/tbx11k_simplified_v3/fold_9.json.bz2 | Bin 0 -> 19047 bytes
 108 files changed, 1472 insertions(+), 13 deletions(-)
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_RS_v2/__init__.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_RS_v2/default.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_RS_v2/fold_0.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_RS_v2/fold_1.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_RS_v2/fold_2.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_RS_v2/fold_3.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_RS_v2/fold_4.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_RS_v2/fold_5.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_RS_v2/fold_6.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_RS_v2/fold_7.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_RS_v2/fold_8.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_RS_v2/fold_9.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_RS_v3/__init__.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_RS_v3/default.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_RS_v3/fold_0.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_RS_v3/fold_1.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_RS_v3/fold_2.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_RS_v3/fold_3.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_RS_v3/fold_4.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_RS_v3/fold_5.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_RS_v3/fold_6.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_RS_v3/fold_7.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_RS_v3/fold_8.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_RS_v3/fold_9.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_v2/__init__.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_v2/default.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_0.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_0_rgb.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_1.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_1_rgb.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_2.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_2_rgb.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_3.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_3_rgb.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_4.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_4_rgb.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_5.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_5_rgb.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_6.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_6_rgb.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_7.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_7_rgb.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_8.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_8_rgb.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_9.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_9_rgb.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_v2/rgb.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_v3/__init__.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_v3/default.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_0.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_0_rgb.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_1.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_1_rgb.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_2.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_2_rgb.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_3.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_3_rgb.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_4.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_4_rgb.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_5.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_5_rgb.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_6.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_6_rgb.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_7.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_7_rgb.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_8.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_8_rgb.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_9.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_9_rgb.py
 create mode 100644 src/ptbench/configs/datasets/tbx11k_simplified_v3/rgb.py
 create mode 100644 src/ptbench/data/tbx11k_simplified_RS_v2/__init__.py
 create mode 100644 src/ptbench/data/tbx11k_simplified_RS_v3/__init__.py
 create mode 100644 src/ptbench/data/tbx11k_simplified_v2/__init__.py
 create mode 100644 src/ptbench/data/tbx11k_simplified_v2/default.json.bz2
 create mode 100644 src/ptbench/data/tbx11k_simplified_v2/fold_0.json.bz2
 create mode 100644 src/ptbench/data/tbx11k_simplified_v2/fold_1.json.bz2
 create mode 100644 src/ptbench/data/tbx11k_simplified_v2/fold_2.json.bz2
 create mode 100644 src/ptbench/data/tbx11k_simplified_v2/fold_3.json.bz2
 create mode 100644 src/ptbench/data/tbx11k_simplified_v2/fold_4.json.bz2
 create mode 100644 src/ptbench/data/tbx11k_simplified_v2/fold_5.json.bz2
 create mode 100644 src/ptbench/data/tbx11k_simplified_v2/fold_6.json.bz2
 create mode 100644 src/ptbench/data/tbx11k_simplified_v2/fold_7.json.bz2
 create mode 100644 src/ptbench/data/tbx11k_simplified_v2/fold_8.json.bz2
 create mode 100644 src/ptbench/data/tbx11k_simplified_v2/fold_9.json.bz2
 create mode 100644 src/ptbench/data/tbx11k_simplified_v3/__init__.py
 create mode 100644 src/ptbench/data/tbx11k_simplified_v3/default.json.bz2
 create mode 100644 src/ptbench/data/tbx11k_simplified_v3/fold_0.json.bz2
 create mode 100644 src/ptbench/data/tbx11k_simplified_v3/fold_1.json.bz2
 create mode 100644 src/ptbench/data/tbx11k_simplified_v3/fold_2.json.bz2
 create mode 100644 src/ptbench/data/tbx11k_simplified_v3/fold_3.json.bz2
 create mode 100644 src/ptbench/data/tbx11k_simplified_v3/fold_4.json.bz2
 create mode 100644 src/ptbench/data/tbx11k_simplified_v3/fold_5.json.bz2
 create mode 100644 src/ptbench/data/tbx11k_simplified_v3/fold_6.json.bz2
 create mode 100644 src/ptbench/data/tbx11k_simplified_v3/fold_7.json.bz2
 create mode 100644 src/ptbench/data/tbx11k_simplified_v3/fold_8.json.bz2
 create mode 100644 src/ptbench/data/tbx11k_simplified_v3/fold_9.json.bz2

diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_RS/default.py b/src/ptbench/configs/datasets/tbx11k_simplified_RS/default.py
index 6aa1b81b..b18326d9 100644
--- a/src/ptbench/configs/datasets/tbx11k_simplified_RS/default.py
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_RS/default.py
@@ -2,7 +2,8 @@
 #
 # SPDX-License-Identifier: GPL-3.0-or-later
 
-"""TBX11k simplified dataset for TB detection (default protocol)
+"""TBX11k simplified dataset for TB detection (default protocol) (extended with
+DensenetRS predictions)
 
 * Split reference: first 62.5% of TB and healthy CXR for "train" 15.9% for
 * "validation", 21.6% for "test"
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_RS/fold_0.py b/src/ptbench/configs/datasets/tbx11k_simplified_RS/fold_0.py
index 10c7f549..90fc0132 100644
--- a/src/ptbench/configs/datasets/tbx11k_simplified_RS/fold_0.py
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_RS/fold_0.py
@@ -2,7 +2,7 @@
 #
 # SPDX-License-Identifier: GPL-3.0-or-later
 
-"""TBX11k simplified dataset for TB detection (default protocol)
+"""TBX11k simplified dataset for TB detection (cross validation fold 0)
 
 * Split reference: first 62.5% of TB and healthy CXR for "train" 15.9% for
 * "validation", 21.6% for "test"
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_RS/fold_1.py b/src/ptbench/configs/datasets/tbx11k_simplified_RS/fold_1.py
index ec8d22e8..3c767391 100644
--- a/src/ptbench/configs/datasets/tbx11k_simplified_RS/fold_1.py
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_RS/fold_1.py
@@ -2,7 +2,7 @@
 #
 # SPDX-License-Identifier: GPL-3.0-or-later
 
-"""TBX11k simplified dataset for TB detection (default protocol)
+"""TBX11k simplified dataset for TB detection (cross validation fold 1)
 
 * Split reference: first 62.5% of TB and healthy CXR for "train" 15.9% for
 * "validation", 21.6% for "test"
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_RS/fold_2.py b/src/ptbench/configs/datasets/tbx11k_simplified_RS/fold_2.py
index 77493339..1168b8ac 100644
--- a/src/ptbench/configs/datasets/tbx11k_simplified_RS/fold_2.py
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_RS/fold_2.py
@@ -2,7 +2,7 @@
 #
 # SPDX-License-Identifier: GPL-3.0-or-later
 
-"""TBX11k simplified dataset for TB detection (default protocol)
+"""TBX11k simplified dataset for TB detection (cross validation fold 2)
 
 * Split reference: first 62.5% of TB and healthy CXR for "train" 15.9% for
 * "validation", 21.6% for "test"
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_RS/fold_3.py b/src/ptbench/configs/datasets/tbx11k_simplified_RS/fold_3.py
index 4906ed7b..7388e88f 100644
--- a/src/ptbench/configs/datasets/tbx11k_simplified_RS/fold_3.py
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_RS/fold_3.py
@@ -2,7 +2,7 @@
 #
 # SPDX-License-Identifier: GPL-3.0-or-later
 
-"""TBX11k simplified dataset for TB detection (default protocol)
+"""TBX11k simplified dataset for TB detection (cross validation fold 3)
 
 * Split reference: first 62.5% of TB and healthy CXR for "train" 15.9% for
 * "validation", 21.6% for "test"
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_RS/fold_4.py b/src/ptbench/configs/datasets/tbx11k_simplified_RS/fold_4.py
index 5179e359..2da0d69a 100644
--- a/src/ptbench/configs/datasets/tbx11k_simplified_RS/fold_4.py
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_RS/fold_4.py
@@ -2,7 +2,7 @@
 #
 # SPDX-License-Identifier: GPL-3.0-or-later
 
-"""TBX11k simplified dataset for TB detection (default protocol)
+"""TBX11k simplified dataset for TB detection (cross validation fold 4)
 
 * Split reference: first 62.5% of TB and healthy CXR for "train" 15.9% for
 * "validation", 21.6% for "test"
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_RS/fold_5.py b/src/ptbench/configs/datasets/tbx11k_simplified_RS/fold_5.py
index 4ec01f68..c50320b5 100644
--- a/src/ptbench/configs/datasets/tbx11k_simplified_RS/fold_5.py
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_RS/fold_5.py
@@ -2,7 +2,7 @@
 #
 # SPDX-License-Identifier: GPL-3.0-or-later
 
-"""TBX11k simplified dataset for TB detection (default protocol)
+"""TBX11k simplified dataset for TB detection (cross validation fold 5)
 
 * Split reference: first 62.5% of TB and healthy CXR for "train" 15.9% for
 * "validation", 21.6% for "test"
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_RS/fold_6.py b/src/ptbench/configs/datasets/tbx11k_simplified_RS/fold_6.py
index f88776c9..8d3a1cea 100644
--- a/src/ptbench/configs/datasets/tbx11k_simplified_RS/fold_6.py
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_RS/fold_6.py
@@ -2,7 +2,7 @@
 #
 # SPDX-License-Identifier: GPL-3.0-or-later
 
-"""TBX11k simplified dataset for TB detection (default protocol)
+"""TBX11k simplified dataset for TB detection (cross validation fold 6)
 
 * Split reference: first 62.5% of TB and healthy CXR for "train" 15.9% for
 * "validation", 21.6% for "test"
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_RS/fold_7.py b/src/ptbench/configs/datasets/tbx11k_simplified_RS/fold_7.py
index 756dc9c8..5b1d08fc 100644
--- a/src/ptbench/configs/datasets/tbx11k_simplified_RS/fold_7.py
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_RS/fold_7.py
@@ -2,7 +2,7 @@
 #
 # SPDX-License-Identifier: GPL-3.0-or-later
 
-"""TBX11k simplified dataset for TB detection (default protocol)
+"""TBX11k simplified dataset for TB detection (cross validation fold 7)
 
 * Split reference: first 62.5% of TB and healthy CXR for "train" 15.9% for
 * "validation", 21.6% for "test"
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_RS/fold_8.py b/src/ptbench/configs/datasets/tbx11k_simplified_RS/fold_8.py
index 1b267cd5..ccf8f582 100644
--- a/src/ptbench/configs/datasets/tbx11k_simplified_RS/fold_8.py
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_RS/fold_8.py
@@ -2,7 +2,7 @@
 #
 # SPDX-License-Identifier: GPL-3.0-or-later
 
-"""TBX11k simplified dataset for TB detection (default protocol)
+"""TBX11k simplified dataset for TB detection (cross validation fold 8)
 
 * Split reference: first 62.5% of TB and healthy CXR for "train" 15.9% for
 * "validation", 21.6% for "test"
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_RS/fold_9.py b/src/ptbench/configs/datasets/tbx11k_simplified_RS/fold_9.py
index 74696cf6..b2da7036 100644
--- a/src/ptbench/configs/datasets/tbx11k_simplified_RS/fold_9.py
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_RS/fold_9.py
@@ -2,7 +2,7 @@
 #
 # SPDX-License-Identifier: GPL-3.0-or-later
 
-"""TBX11k simplified dataset for TB detection (default protocol)
+"""TBX11k simplified dataset for TB detection (cross validation fold 9)
 
 * Split reference: first 62.5% of TB and healthy CXR for "train" 15.9% for
 * "validation", 21.6% for "test"
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_RS_v2/__init__.py b/src/ptbench/configs/datasets/tbx11k_simplified_RS_v2/__init__.py
new file mode 100644
index 00000000..c7cb9fb8
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_RS_v2/__init__.py
@@ -0,0 +1,10 @@
+# SPDX-FileCopyrightText: Copyright © 2023 Idiap Research Institute <contact@idiap.ch>
+#
+# SPDX-License-Identifier: GPL-3.0-or-later
+
+
+def _maker(protocol):
+    from ....data.tbx11k_simplified_RS_v2 import dataset as raw
+    from .. import make_dataset as mk
+
+    return mk([raw.subsets(protocol)])
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_RS_v2/default.py b/src/ptbench/configs/datasets/tbx11k_simplified_RS_v2/default.py
new file mode 100644
index 00000000..cae4cc85
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_RS_v2/default.py
@@ -0,0 +1,18 @@
+# Copyright © 2022 Idiap Research Institute <contact@idiap.ch>
+#
+# SPDX-License-Identifier: GPL-3.0-or-later
+
+"""TBX11k simplified dataset for TB detection (default protocol) (extended with
+DensenetRS predictions)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of non-TB and active TB samples
+* "healthy", "latent TB", and "sick & non-TB" samples are all merged under the label "non-TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v2` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("default")
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_RS_v2/fold_0.py b/src/ptbench/configs/datasets/tbx11k_simplified_RS_v2/fold_0.py
new file mode 100644
index 00000000..99cb5aeb
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_RS_v2/fold_0.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 (cross validation fold 0)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of non-TB and active TB samples
+* "healthy", "latent TB", and "sick & non-TB" samples are all merged under the label "non-TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v2` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_0")
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_RS_v2/fold_1.py b/src/ptbench/configs/datasets/tbx11k_simplified_RS_v2/fold_1.py
new file mode 100644
index 00000000..dac2d722
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_RS_v2/fold_1.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 (cross validation fold 1)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of non-TB and active TB samples
+* "healthy", "latent TB", and "sick & non-TB" samples are all merged under the label "non-TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v2` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_1")
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_RS_v2/fold_2.py b/src/ptbench/configs/datasets/tbx11k_simplified_RS_v2/fold_2.py
new file mode 100644
index 00000000..d702c569
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_RS_v2/fold_2.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 (cross validation fold 2)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of non-TB and active TB samples
+* "healthy", "latent TB", and "sick & non-TB" samples are all merged under the label "non-TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v2` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_2")
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_RS_v2/fold_3.py b/src/ptbench/configs/datasets/tbx11k_simplified_RS_v2/fold_3.py
new file mode 100644
index 00000000..5ea7185e
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_RS_v2/fold_3.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 (cross validation fold 3)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of non-TB and active TB samples
+* "healthy", "latent TB", and "sick & non-TB" samples are all merged under the label "non-TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v2` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_3")
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_RS_v2/fold_4.py b/src/ptbench/configs/datasets/tbx11k_simplified_RS_v2/fold_4.py
new file mode 100644
index 00000000..8386d9e4
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_RS_v2/fold_4.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 (cross validation fold 4)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of non-TB and active TB samples
+* "healthy", "latent TB", and "sick & non-TB" samples are all merged under the label "non-TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v2` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_4")
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_RS_v2/fold_5.py b/src/ptbench/configs/datasets/tbx11k_simplified_RS_v2/fold_5.py
new file mode 100644
index 00000000..e10f550f
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_RS_v2/fold_5.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 (cross validation fold 5)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of non-TB and active TB samples
+* "healthy", "latent TB", and "sick & non-TB" samples are all merged under the label "non-TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v2` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_5")
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_RS_v2/fold_6.py b/src/ptbench/configs/datasets/tbx11k_simplified_RS_v2/fold_6.py
new file mode 100644
index 00000000..4e23e586
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_RS_v2/fold_6.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 (cross validation fold 6)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of non-TB and active TB samples
+* "healthy", "latent TB", and "sick & non-TB" samples are all merged under the label "non-TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v2` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_6")
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_RS_v2/fold_7.py b/src/ptbench/configs/datasets/tbx11k_simplified_RS_v2/fold_7.py
new file mode 100644
index 00000000..8999a16e
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_RS_v2/fold_7.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 (cross validation fold 7)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of non-TB and active TB samples
+* "healthy", "latent TB", and "sick & non-TB" samples are all merged under the label "non-TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v2` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_7")
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_RS_v2/fold_8.py b/src/ptbench/configs/datasets/tbx11k_simplified_RS_v2/fold_8.py
new file mode 100644
index 00000000..2bdb4201
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_RS_v2/fold_8.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 (cross validation fold 8)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of non-TB and active TB samples
+* "healthy", "latent TB", and "sick & non-TB" samples are all merged under the label "non-TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v2` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_8")
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_RS_v2/fold_9.py b/src/ptbench/configs/datasets/tbx11k_simplified_RS_v2/fold_9.py
new file mode 100644
index 00000000..59999851
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_RS_v2/fold_9.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 (cross validation fold 9)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of non-TB and active TB samples
+* "healthy", "latent TB", and "sick & non-TB" samples are all merged under the label "non-TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v2` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_9")
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_RS_v3/__init__.py b/src/ptbench/configs/datasets/tbx11k_simplified_RS_v3/__init__.py
new file mode 100644
index 00000000..a21cf7f4
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_RS_v3/__init__.py
@@ -0,0 +1,10 @@
+# SPDX-FileCopyrightText: Copyright © 2023 Idiap Research Institute <contact@idiap.ch>
+#
+# SPDX-License-Identifier: GPL-3.0-or-later
+
+
+def _maker(protocol):
+    from ....data.tbx11k_simplified_RS_v3 import dataset as raw
+    from .. import make_dataset as mk
+
+    return mk([raw.subsets(protocol)])
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_RS_v3/default.py b/src/ptbench/configs/datasets/tbx11k_simplified_RS_v3/default.py
new file mode 100644
index 00000000..088f9186
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_RS_v3/default.py
@@ -0,0 +1,18 @@
+# Copyright © 2022 Idiap Research Institute <contact@idiap.ch>
+#
+# SPDX-License-Identifier: GPL-3.0-or-later
+
+"""TBX11k simplified dataset for TB detection (default protocol) (extended with
+DensenetRS predictions)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of the 4 labels "healthy", "latent TB", "sick & non-TB", 
+* and "active TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v3` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("default")
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_RS_v3/fold_0.py b/src/ptbench/configs/datasets/tbx11k_simplified_RS_v3/fold_0.py
new file mode 100644
index 00000000..20c7316f
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_RS_v3/fold_0.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 (cross validation fold 0)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of the 4 labels "healthy", "latent TB", "sick & non-TB", 
+* and "active TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v3` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_0")
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_RS_v3/fold_1.py b/src/ptbench/configs/datasets/tbx11k_simplified_RS_v3/fold_1.py
new file mode 100644
index 00000000..4d3c1961
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_RS_v3/fold_1.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 (cross validation fold 1)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of the 4 labels "healthy", "latent TB", "sick & non-TB", 
+* and "active TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v3` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_1")
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_RS_v3/fold_2.py b/src/ptbench/configs/datasets/tbx11k_simplified_RS_v3/fold_2.py
new file mode 100644
index 00000000..bc8088a0
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_RS_v3/fold_2.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 (cross validation fold 2)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of the 4 labels "healthy", "latent TB", "sick & non-TB", 
+* and "active TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v3` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_2")
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_RS_v3/fold_3.py b/src/ptbench/configs/datasets/tbx11k_simplified_RS_v3/fold_3.py
new file mode 100644
index 00000000..3fba1cda
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_RS_v3/fold_3.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 (cross validation fold 3)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of the 4 labels "healthy", "latent TB", "sick & non-TB", 
+* and "active TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v3` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_3")
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_RS_v3/fold_4.py b/src/ptbench/configs/datasets/tbx11k_simplified_RS_v3/fold_4.py
new file mode 100644
index 00000000..d5917fef
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_RS_v3/fold_4.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 (cross validation fold 4)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of the 4 labels "healthy", "latent TB", "sick & non-TB", 
+* and "active TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v3` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_4")
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_RS_v3/fold_5.py b/src/ptbench/configs/datasets/tbx11k_simplified_RS_v3/fold_5.py
new file mode 100644
index 00000000..2cf02786
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_RS_v3/fold_5.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 (cross validation fold 5)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of the 4 labels "healthy", "latent TB", "sick & non-TB", 
+* and "active TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v3` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_5")
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_RS_v3/fold_6.py b/src/ptbench/configs/datasets/tbx11k_simplified_RS_v3/fold_6.py
new file mode 100644
index 00000000..c11e5b2f
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_RS_v3/fold_6.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 (cross validation fold 6)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of the 4 labels "healthy", "latent TB", "sick & non-TB", 
+* and "active TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v3` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_6")
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_RS_v3/fold_7.py b/src/ptbench/configs/datasets/tbx11k_simplified_RS_v3/fold_7.py
new file mode 100644
index 00000000..d9cbb566
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_RS_v3/fold_7.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 (cross validation fold 7)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of the 4 labels "healthy", "latent TB", "sick & non-TB", 
+* and "active TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v3` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_7")
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_RS_v3/fold_8.py b/src/ptbench/configs/datasets/tbx11k_simplified_RS_v3/fold_8.py
new file mode 100644
index 00000000..5592912a
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_RS_v3/fold_8.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 (cross validation fold 8)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of the 4 labels "healthy", "latent TB", "sick & non-TB", 
+* and "active TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v3` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_8")
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_RS_v3/fold_9.py b/src/ptbench/configs/datasets/tbx11k_simplified_RS_v3/fold_9.py
new file mode 100644
index 00000000..79410450
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_RS_v3/fold_9.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 (cross validation fold 9)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of the 4 labels "healthy", "latent TB", "sick & non-TB", 
+* and "active TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v3` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_9")
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_v2/__init__.py b/src/ptbench/configs/datasets/tbx11k_simplified_v2/__init__.py
new file mode 100644
index 00000000..a1e6f50c
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_v2/__init__.py
@@ -0,0 +1,25 @@
+# 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_v2 import dataset as raw
+    from ....data.transforms import ElasticDeformation
+    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)],
+        [],
+        [ElasticDeformation(p=0.8)],
+        post_transforms,
+    )
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_v2/default.py b/src/ptbench/configs/datasets/tbx11k_simplified_v2/default.py
new file mode 100644
index 00000000..19000aef
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_v2/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 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of non-TB and active TB samples
+* "healthy", "latent TB", and "sick & non-TB" samples are all merged under the label "non-TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v2` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("default")
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_0.py b/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_0.py
new file mode 100644
index 00000000..99cb5aeb
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_0.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 (cross validation fold 0)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of non-TB and active TB samples
+* "healthy", "latent TB", and "sick & non-TB" samples are all merged under the label "non-TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v2` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_0")
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_0_rgb.py b/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_0_rgb.py
new file mode 100644
index 00000000..473ed248
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_0_rgb.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 (cross validation fold 0, RGB)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of non-TB and active TB samples
+* "healthy", "latent TB", and "sick & non-TB" samples are all merged under the label "non-TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v2` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_0", RGB=True)
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_1.py b/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_1.py
new file mode 100644
index 00000000..dac2d722
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_1.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 (cross validation fold 1)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of non-TB and active TB samples
+* "healthy", "latent TB", and "sick & non-TB" samples are all merged under the label "non-TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v2` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_1")
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_1_rgb.py b/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_1_rgb.py
new file mode 100644
index 00000000..6b982365
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_1_rgb.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 (cross validation fold 1, RGB)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of non-TB and active TB samples
+* "healthy", "latent TB", and "sick & non-TB" samples are all merged under the label "non-TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v2` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_1", RGB=True)
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_2.py b/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_2.py
new file mode 100644
index 00000000..d702c569
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_2.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 (cross validation fold 2)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of non-TB and active TB samples
+* "healthy", "latent TB", and "sick & non-TB" samples are all merged under the label "non-TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v2` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_2")
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_2_rgb.py b/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_2_rgb.py
new file mode 100644
index 00000000..2fe57611
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_2_rgb.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 (cross validation fold 2, RGB)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of non-TB and active TB samples
+* "healthy", "latent TB", and "sick & non-TB" samples are all merged under the label "non-TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v2` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_2", RGB=True)
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_3.py b/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_3.py
new file mode 100644
index 00000000..5ea7185e
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_3.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 (cross validation fold 3)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of non-TB and active TB samples
+* "healthy", "latent TB", and "sick & non-TB" samples are all merged under the label "non-TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v2` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_3")
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_3_rgb.py b/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_3_rgb.py
new file mode 100644
index 00000000..31fc772e
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_3_rgb.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 (cross validation fold 3, RGB)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of non-TB and active TB samples
+* "healthy", "latent TB", and "sick & non-TB" samples are all merged under the label "non-TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v2` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_3", RGB=True)
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_4.py b/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_4.py
new file mode 100644
index 00000000..8386d9e4
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_4.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 (cross validation fold 4)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of non-TB and active TB samples
+* "healthy", "latent TB", and "sick & non-TB" samples are all merged under the label "non-TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v2` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_4")
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_4_rgb.py b/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_4_rgb.py
new file mode 100644
index 00000000..aea87b63
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_4_rgb.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 (cross validation fold 4, RGB)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of non-TB and active TB samples
+* "healthy", "latent TB", and "sick & non-TB" samples are all merged under the label "non-TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v2` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_4", RGB=True)
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_5.py b/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_5.py
new file mode 100644
index 00000000..e10f550f
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_5.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 (cross validation fold 5)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of non-TB and active TB samples
+* "healthy", "latent TB", and "sick & non-TB" samples are all merged under the label "non-TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v2` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_5")
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_5_rgb.py b/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_5_rgb.py
new file mode 100644
index 00000000..e7494300
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_5_rgb.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 (cross validation fold 5, RGB)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of non-TB and active TB samples
+* "healthy", "latent TB", and "sick & non-TB" samples are all merged under the label "non-TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v2` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_5", RGB=True)
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_6.py b/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_6.py
new file mode 100644
index 00000000..4e23e586
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_6.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 (cross validation fold 6)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of non-TB and active TB samples
+* "healthy", "latent TB", and "sick & non-TB" samples are all merged under the label "non-TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v2` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_6")
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_6_rgb.py b/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_6_rgb.py
new file mode 100644
index 00000000..60768cef
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_6_rgb.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 (cross validation fold 6, RGB)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of non-TB and active TB samples
+* "healthy", "latent TB", and "sick & non-TB" samples are all merged under the label "non-TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v2` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_6", RGB=True)
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_7.py b/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_7.py
new file mode 100644
index 00000000..8999a16e
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_7.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 (cross validation fold 7)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of non-TB and active TB samples
+* "healthy", "latent TB", and "sick & non-TB" samples are all merged under the label "non-TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v2` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_7")
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_7_rgb.py b/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_7_rgb.py
new file mode 100644
index 00000000..73115436
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_7_rgb.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 (cross validation fold 7, RGB)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of non-TB and active TB samples
+* "healthy", "latent TB", and "sick & non-TB" samples are all merged under the label "non-TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v2` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_7", RGB=True)
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_8.py b/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_8.py
new file mode 100644
index 00000000..2bdb4201
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_8.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 (cross validation fold 8)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of non-TB and active TB samples
+* "healthy", "latent TB", and "sick & non-TB" samples are all merged under the label "non-TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v2` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_8")
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_8_rgb.py b/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_8_rgb.py
new file mode 100644
index 00000000..c223d650
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_8_rgb.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 (cross validation fold 8, RGB)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of non-TB and active TB samples
+* "healthy", "latent TB", and "sick & non-TB" samples are all merged under the label "non-TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v2` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_8", RGB=True)
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_9.py b/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_9.py
new file mode 100644
index 00000000..59999851
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_9.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 (cross validation fold 9)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of non-TB and active TB samples
+* "healthy", "latent TB", and "sick & non-TB" samples are all merged under the label "non-TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v2` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_9")
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_9_rgb.py b/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_9_rgb.py
new file mode 100644
index 00000000..b232998f
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_v2/fold_9_rgb.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 (cross validation fold 9, RGB)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of non-TB and active TB samples
+* "healthy", "latent TB", and "sick & non-TB" samples are all merged under the label "non-TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v2` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_9", RGB=True)
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_v2/rgb.py b/src/ptbench/configs/datasets/tbx11k_simplified_v2/rgb.py
new file mode 100644
index 00000000..1af86d94
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_v2/rgb.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, converted in RGB)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of non-TB and active TB samples
+* "healthy", "latent TB", and "sick & non-TB" samples are all merged under the label "non-TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v2` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("default", RGB=True)
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_v3/__init__.py b/src/ptbench/configs/datasets/tbx11k_simplified_v3/__init__.py
new file mode 100644
index 00000000..bed38616
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_v3/__init__.py
@@ -0,0 +1,25 @@
+# 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_v3 import dataset as raw
+    from ....data.transforms import ElasticDeformation
+    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)],
+        [],
+        [ElasticDeformation(p=0.8)],
+        post_transforms,
+    )
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_v3/default.py b/src/ptbench/configs/datasets/tbx11k_simplified_v3/default.py
new file mode 100644
index 00000000..7208fc7d
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_v3/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 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of the 4 labels "healthy", "latent TB", "sick & non-TB", 
+* and "active TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v3` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("default")
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_0.py b/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_0.py
new file mode 100644
index 00000000..20c7316f
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_0.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 (cross validation fold 0)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of the 4 labels "healthy", "latent TB", "sick & non-TB", 
+* and "active TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v3` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_0")
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_0_rgb.py b/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_0_rgb.py
new file mode 100644
index 00000000..ce57f3bc
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_0_rgb.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 (cross validation fold 0, RGB)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of the 4 labels "healthy", "latent TB", "sick & non-TB", 
+* and "active TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v3` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_0", RGB=True)
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_1.py b/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_1.py
new file mode 100644
index 00000000..4d3c1961
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_1.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 (cross validation fold 1)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of the 4 labels "healthy", "latent TB", "sick & non-TB", 
+* and "active TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v3` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_1")
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_1_rgb.py b/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_1_rgb.py
new file mode 100644
index 00000000..227af634
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_1_rgb.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 (cross validation fold 1, RGB)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of the 4 labels "healthy", "latent TB", "sick & non-TB", 
+* and "active TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v3` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_1", RGB=True)
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_2.py b/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_2.py
new file mode 100644
index 00000000..bc8088a0
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_2.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 (cross validation fold 2)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of the 4 labels "healthy", "latent TB", "sick & non-TB", 
+* and "active TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v3` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_2")
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_2_rgb.py b/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_2_rgb.py
new file mode 100644
index 00000000..1ee2b330
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_2_rgb.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 (cross validation fold 2, RGB)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of the 4 labels "healthy", "latent TB", "sick & non-TB", 
+* and "active TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v3` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_2", RGB=True)
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_3.py b/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_3.py
new file mode 100644
index 00000000..3fba1cda
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_3.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 (cross validation fold 3)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of the 4 labels "healthy", "latent TB", "sick & non-TB", 
+* and "active TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v3` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_3")
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_3_rgb.py b/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_3_rgb.py
new file mode 100644
index 00000000..75ac8cd3
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_3_rgb.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 (cross validation fold 3, RGB)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of the 4 labels "healthy", "latent TB", "sick & non-TB", 
+* and "active TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v3` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_3", RGB=True)
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_4.py b/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_4.py
new file mode 100644
index 00000000..d5917fef
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_4.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 (cross validation fold 4)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of the 4 labels "healthy", "latent TB", "sick & non-TB", 
+* and "active TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v3` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_4")
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_4_rgb.py b/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_4_rgb.py
new file mode 100644
index 00000000..130539f9
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_4_rgb.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 (cross validation fold 4, RGB)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of the 4 labels "healthy", "latent TB", "sick & non-TB", 
+* and "active TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v3` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_4", RGB=True)
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_5.py b/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_5.py
new file mode 100644
index 00000000..2cf02786
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_5.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 (cross validation fold 5)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of the 4 labels "healthy", "latent TB", "sick & non-TB", 
+* and "active TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v3` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_5")
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_5_rgb.py b/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_5_rgb.py
new file mode 100644
index 00000000..ab5dc438
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_5_rgb.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 (cross validation fold 5, RGB)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of the 4 labels "healthy", "latent TB", "sick & non-TB", 
+* and "active TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v3` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_5", RGB=True)
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_6.py b/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_6.py
new file mode 100644
index 00000000..c11e5b2f
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_6.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 (cross validation fold 6)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of the 4 labels "healthy", "latent TB", "sick & non-TB", 
+* and "active TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v3` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_6")
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_6_rgb.py b/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_6_rgb.py
new file mode 100644
index 00000000..4785cfc3
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_6_rgb.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 (cross validation fold 6, RGB)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of the 4 labels "healthy", "latent TB", "sick & non-TB", 
+* and "active TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v3` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_6", RGB=True)
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_7.py b/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_7.py
new file mode 100644
index 00000000..d9cbb566
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_7.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 (cross validation fold 7)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of the 4 labels "healthy", "latent TB", "sick & non-TB", 
+* and "active TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v3` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_7")
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_7_rgb.py b/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_7_rgb.py
new file mode 100644
index 00000000..6d914cee
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_7_rgb.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 (cross validation fold 7, RGB)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of the 4 labels "healthy", "latent TB", "sick & non-TB", 
+* and "active TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v3` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_7", RGB=True)
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_8.py b/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_8.py
new file mode 100644
index 00000000..5592912a
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_8.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 (cross validation fold 8)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of the 4 labels "healthy", "latent TB", "sick & non-TB", 
+* and "active TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v3` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_8")
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_8_rgb.py b/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_8_rgb.py
new file mode 100644
index 00000000..6db0e802
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_8_rgb.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 (cross validation fold 8, RGB)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of the 4 labels "healthy", "latent TB", "sick & non-TB", 
+* and "active TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v3` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_8", RGB=True)
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_9.py b/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_9.py
new file mode 100644
index 00000000..79410450
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_9.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 (cross validation fold 9)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of the 4 labels "healthy", "latent TB", "sick & non-TB", 
+* and "active TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v3` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_9")
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_9_rgb.py b/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_9_rgb.py
new file mode 100644
index 00000000..82af3049
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_v3/fold_9_rgb.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 (cross validation fold 9, RGB)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of the 4 labels "healthy", "latent TB", "sick & non-TB", 
+* and "active TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v3` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("fold_9", RGB=True)
diff --git a/src/ptbench/configs/datasets/tbx11k_simplified_v3/rgb.py b/src/ptbench/configs/datasets/tbx11k_simplified_v3/rgb.py
new file mode 100644
index 00000000..9729d510
--- /dev/null
+++ b/src/ptbench/configs/datasets/tbx11k_simplified_v3/rgb.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, converted in RGB)
+
+* Split reference: first 62.6% of CXR for "train", 16% for "validation",
+* 21.4% for "test"
+* This split consists of the 4 labels "healthy", "latent TB", "sick & non-TB", 
+* and "active TB"
+* This configuration resolution: 512 x 512 (default)
+* See :py:mod:`ptbench.data.tbx11k_v3` for dataset details
+"""
+
+from . import _maker
+
+dataset = _maker("default", RGB=True)
diff --git a/src/ptbench/data/tbx11k_simplified/__init__.py b/src/ptbench/data/tbx11k_simplified/__init__.py
index 0b474420..e5910379 100644
--- a/src/ptbench/data/tbx11k_simplified/__init__.py
+++ b/src/ptbench/data/tbx11k_simplified/__init__.py
@@ -2,7 +2,7 @@
 #
 # SPDX-License-Identifier: GPL-3.0-or-later
 
-"""TBX11K simplified dataset for computer-aided diagnosis.
+"""TBX11K simplified dataset for computer-aided diagnosis
 
 The TBX11K database has been established to foster research
 in computer-aided diagnosis of pulmonary diseases with a special
@@ -14,7 +14,7 @@ are: "healthy", "active TB", "latent TB", and "sick & non-tb".
 The version of the dataset used in this benchmark is a simplified.
 
 * Reference: [TBX11K-SIMPLIFIED-2020]_
-* Original resolution (height x width or width x height): 4020 x 4892
+* Original (released) resolution (height x width or width x height): 512 x 512
 * Split reference: none
 * Protocol ``default``:
 
diff --git a/src/ptbench/data/tbx11k_simplified_RS_v2/__init__.py b/src/ptbench/data/tbx11k_simplified_RS_v2/__init__.py
new file mode 100644
index 00000000..bec72234
--- /dev/null
+++ b/src/ptbench/data/tbx11k_simplified_RS_v2/__init__.py
@@ -0,0 +1,62 @@
+# SPDX-FileCopyrightText: Copyright © 2023 Idiap Research Institute <contact@idiap.ch>
+#
+# SPDX-License-Identifier: GPL-3.0-or-later
+
+"""Extended TBX11K simplified dataset for computer-aided diagnosis (extended
+with DensenetRS predictions)
+
+The TBX11K database has been established to foster research
+in computer-aided diagnosis of pulmonary diseases with a special
+focus on tuberculosis (aTB). The dataset was specifically
+designed to be used with CNNs. It contains 11,000 chest X-ray
+images, each of a unique patient. They were labeled by expert
+radiologists with 5 - 10+ years of experience. Possible labels
+are: "healthy", "active TB", "latent TB", and "sick & non-tb".
+The version of the dataset used in this benchmark is a simplified.
+
+* Reference: [TBX11K-SIMPLIFIED-2020]_
+* Original (released) resolution (height x width or width x height): 512 x 512
+* Split reference: none
+* Protocol ``default``:
+
+  * Training samples: 62.6% of CXR (including labels)
+  * Validation samples: 16% of CXR (including labels)
+  * Test samples: 21.4% of CXR (including labels)
+"""
+
+import importlib.resources
+
+from ..dataset import JSONDataset
+from ..loader import make_delayed
+
+_protocols = [
+    importlib.resources.files(__name__).joinpath("default.json.bz2"),
+    # importlib.resources.files(__name__).joinpath("fold_0.json.bz2"),
+    # importlib.resources.files(__name__).joinpath("fold_1.json.bz2"),
+    # importlib.resources.files(__name__).joinpath("fold_2.json.bz2"),
+    # importlib.resources.files(__name__).joinpath("fold_3.json.bz2"),
+    # importlib.resources.files(__name__).joinpath("fold_4.json.bz2"),
+    # importlib.resources.files(__name__).joinpath("fold_5.json.bz2"),
+    # importlib.resources.files(__name__).joinpath("fold_6.json.bz2"),
+    # importlib.resources.files(__name__).joinpath("fold_7.json.bz2"),
+    # importlib.resources.files(__name__).joinpath("fold_8.json.bz2"),
+    # importlib.resources.files(__name__).joinpath("fold_9.json.bz2"),
+]
+
+
+def _raw_data_loader(sample):
+    return dict(data=sample["data"], label=sample["label"])
+
+
+def _loader(context, sample):
+    # "context" is ignored in this case - database is homogeneous
+    # we returned delayed samples to avoid loading all images at once
+    return make_delayed(sample, _raw_data_loader, key=sample["filename"])
+
+
+dataset = JSONDataset(
+    protocols=_protocols,
+    fieldnames=("filename", "label", "data"),
+    loader=_loader,
+)
+"""Extended TBX11K simplified dataset object."""
diff --git a/src/ptbench/data/tbx11k_simplified_RS_v3/__init__.py b/src/ptbench/data/tbx11k_simplified_RS_v3/__init__.py
new file mode 100644
index 00000000..bec72234
--- /dev/null
+++ b/src/ptbench/data/tbx11k_simplified_RS_v3/__init__.py
@@ -0,0 +1,62 @@
+# SPDX-FileCopyrightText: Copyright © 2023 Idiap Research Institute <contact@idiap.ch>
+#
+# SPDX-License-Identifier: GPL-3.0-or-later
+
+"""Extended TBX11K simplified dataset for computer-aided diagnosis (extended
+with DensenetRS predictions)
+
+The TBX11K database has been established to foster research
+in computer-aided diagnosis of pulmonary diseases with a special
+focus on tuberculosis (aTB). The dataset was specifically
+designed to be used with CNNs. It contains 11,000 chest X-ray
+images, each of a unique patient. They were labeled by expert
+radiologists with 5 - 10+ years of experience. Possible labels
+are: "healthy", "active TB", "latent TB", and "sick & non-tb".
+The version of the dataset used in this benchmark is a simplified.
+
+* Reference: [TBX11K-SIMPLIFIED-2020]_
+* Original (released) resolution (height x width or width x height): 512 x 512
+* Split reference: none
+* Protocol ``default``:
+
+  * Training samples: 62.6% of CXR (including labels)
+  * Validation samples: 16% of CXR (including labels)
+  * Test samples: 21.4% of CXR (including labels)
+"""
+
+import importlib.resources
+
+from ..dataset import JSONDataset
+from ..loader import make_delayed
+
+_protocols = [
+    importlib.resources.files(__name__).joinpath("default.json.bz2"),
+    # importlib.resources.files(__name__).joinpath("fold_0.json.bz2"),
+    # importlib.resources.files(__name__).joinpath("fold_1.json.bz2"),
+    # importlib.resources.files(__name__).joinpath("fold_2.json.bz2"),
+    # importlib.resources.files(__name__).joinpath("fold_3.json.bz2"),
+    # importlib.resources.files(__name__).joinpath("fold_4.json.bz2"),
+    # importlib.resources.files(__name__).joinpath("fold_5.json.bz2"),
+    # importlib.resources.files(__name__).joinpath("fold_6.json.bz2"),
+    # importlib.resources.files(__name__).joinpath("fold_7.json.bz2"),
+    # importlib.resources.files(__name__).joinpath("fold_8.json.bz2"),
+    # importlib.resources.files(__name__).joinpath("fold_9.json.bz2"),
+]
+
+
+def _raw_data_loader(sample):
+    return dict(data=sample["data"], label=sample["label"])
+
+
+def _loader(context, sample):
+    # "context" is ignored in this case - database is homogeneous
+    # we returned delayed samples to avoid loading all images at once
+    return make_delayed(sample, _raw_data_loader, key=sample["filename"])
+
+
+dataset = JSONDataset(
+    protocols=_protocols,
+    fieldnames=("filename", "label", "data"),
+    loader=_loader,
+)
+"""Extended TBX11K simplified dataset object."""
diff --git a/src/ptbench/data/tbx11k_simplified_v2/__init__.py b/src/ptbench/data/tbx11k_simplified_v2/__init__.py
new file mode 100644
index 00000000..bf06074d
--- /dev/null
+++ b/src/ptbench/data/tbx11k_simplified_v2/__init__.py
@@ -0,0 +1,70 @@
+# SPDX-FileCopyrightText: Copyright © 2023 Idiap Research Institute <contact@idiap.ch>
+#
+# SPDX-License-Identifier: GPL-3.0-or-later
+
+"""TBX11K simplified dataset for computer-aided diagnosis
+
+The TBX11K database has been established to foster research
+in computer-aided diagnosis of pulmonary diseases with a special
+focus on tuberculosis (aTB). The dataset was specifically
+designed to be used with CNNs. It contains 11,000 chest X-ray
+images, each of a unique patient. They were labeled by expert
+radiologists with 5 - 10+ years of experience. Possible labels
+are: "healthy", "active TB", "latent TB", and "sick & non-tb".
+The version of the dataset used in this benchmark is a simplified.
+
+* Reference: [TBX11K-SIMPLIFIED-2020]_
+* Original (released) resolution (height x width or width x height): 512 x 512
+* Split reference: none
+* Protocol ``default``:
+
+  * Training samples: 62.6% of CXR (including labels)
+  * Validation samples: 16% of CXR (including labels)
+  * Test samples: 21.4% of CXR (including labels)
+"""
+
+import importlib.resources
+import os
+
+from ...utils.rc import load_rc
+from ..dataset import JSONDataset
+from ..loader import load_pil_baw, make_delayed
+
+_protocols = [
+    importlib.resources.files(__name__).joinpath("default.json.bz2"),
+    importlib.resources.files(__name__).joinpath("fold_0.json.bz2"),
+    importlib.resources.files(__name__).joinpath("fold_1.json.bz2"),
+    importlib.resources.files(__name__).joinpath("fold_2.json.bz2"),
+    importlib.resources.files(__name__).joinpath("fold_3.json.bz2"),
+    importlib.resources.files(__name__).joinpath("fold_4.json.bz2"),
+    importlib.resources.files(__name__).joinpath("fold_5.json.bz2"),
+    importlib.resources.files(__name__).joinpath("fold_6.json.bz2"),
+    importlib.resources.files(__name__).joinpath("fold_7.json.bz2"),
+    importlib.resources.files(__name__).joinpath("fold_8.json.bz2"),
+    importlib.resources.files(__name__).joinpath("fold_9.json.bz2"),
+]
+
+_datadir = load_rc().get(
+    "datadir.tbx11k_simplified_v2", os.path.realpath(os.curdir)
+)
+
+
+def _raw_data_loader(sample):
+    return dict(
+        data=load_pil_baw(os.path.join(_datadir, sample["data"])),  # type: ignore
+        label=sample["label"],
+    )
+
+
+def _loader(context, sample):
+    # "context" is ignored in this case - database is homogeneous
+    # we return delayed samples to avoid loading all images at once
+    return make_delayed(sample, _raw_data_loader)
+
+
+dataset = JSONDataset(
+    protocols=_protocols,
+    fieldnames=("data", "label"),
+    loader=_loader,
+)
+"""TBX11K simplified dataset object."""
diff --git a/src/ptbench/data/tbx11k_simplified_v2/default.json.bz2 b/src/ptbench/data/tbx11k_simplified_v2/default.json.bz2
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diff --git a/src/ptbench/data/tbx11k_simplified_v2/fold_0.json.bz2 b/src/ptbench/data/tbx11k_simplified_v2/fold_0.json.bz2
new file mode 100644
index 0000000000000000000000000000000000000000..5e1cb71cf40feb4e7ebeca09e496d5dd82d40f62
GIT binary patch
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diff --git a/src/ptbench/data/tbx11k_simplified_v2/fold_1.json.bz2 b/src/ptbench/data/tbx11k_simplified_v2/fold_1.json.bz2
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diff --git a/src/ptbench/data/tbx11k_simplified_v2/fold_5.json.bz2 b/src/ptbench/data/tbx11k_simplified_v2/fold_5.json.bz2
new file mode 100644
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diff --git a/src/ptbench/data/tbx11k_simplified_v3/__init__.py b/src/ptbench/data/tbx11k_simplified_v3/__init__.py
new file mode 100644
index 00000000..e6adab57
--- /dev/null
+++ b/src/ptbench/data/tbx11k_simplified_v3/__init__.py
@@ -0,0 +1,70 @@
+# SPDX-FileCopyrightText: Copyright © 2023 Idiap Research Institute <contact@idiap.ch>
+#
+# SPDX-License-Identifier: GPL-3.0-or-later
+
+"""TBX11K simplified dataset for computer-aided diagnosis
+
+The TBX11K database has been established to foster research
+in computer-aided diagnosis of pulmonary diseases with a special
+focus on tuberculosis (aTB). The dataset was specifically
+designed to be used with CNNs. It contains 11,000 chest X-ray
+images, each of a unique patient. They were labeled by expert
+radiologists with 5 - 10+ years of experience. Possible labels
+are: "healthy", "active TB", "latent TB", and "sick & non-tb".
+The version of the dataset used in this benchmark is a simplified.
+
+* Reference: [TBX11K-SIMPLIFIED-2020]_
+* Original (released) resolution (height x width or width x height): 512 x 512
+* Split reference: none
+* Protocol ``default``:
+
+  * Training samples: 62.6% of CXR (including labels)
+  * Validation samples: 16% of CXR (including labels)
+  * Test samples: 21.4% of CXR (including labels)
+"""
+
+import importlib.resources
+import os
+
+from ...utils.rc import load_rc
+from ..dataset import JSONDataset
+from ..loader import load_pil_baw, make_delayed
+
+_protocols = [
+    importlib.resources.files(__name__).joinpath("default.json.bz2"),
+    importlib.resources.files(__name__).joinpath("fold_0.json.bz2"),
+    importlib.resources.files(__name__).joinpath("fold_1.json.bz2"),
+    importlib.resources.files(__name__).joinpath("fold_2.json.bz2"),
+    importlib.resources.files(__name__).joinpath("fold_3.json.bz2"),
+    importlib.resources.files(__name__).joinpath("fold_4.json.bz2"),
+    importlib.resources.files(__name__).joinpath("fold_5.json.bz2"),
+    importlib.resources.files(__name__).joinpath("fold_6.json.bz2"),
+    importlib.resources.files(__name__).joinpath("fold_7.json.bz2"),
+    importlib.resources.files(__name__).joinpath("fold_8.json.bz2"),
+    importlib.resources.files(__name__).joinpath("fold_9.json.bz2"),
+]
+
+_datadir = load_rc().get(
+    "datadir.tbx11k_simplified_v3", os.path.realpath(os.curdir)
+)
+
+
+def _raw_data_loader(sample):
+    return dict(
+        data=load_pil_baw(os.path.join(_datadir, sample["data"])),  # type: ignore
+        label=sample["label"],
+    )
+
+
+def _loader(context, sample):
+    # "context" is ignored in this case - database is homogeneous
+    # we return delayed samples to avoid loading all images at once
+    return make_delayed(sample, _raw_data_loader)
+
+
+dataset = JSONDataset(
+    protocols=_protocols,
+    fieldnames=("data", "label"),
+    loader=_loader,
+)
+"""TBX11K simplified dataset object."""
diff --git a/src/ptbench/data/tbx11k_simplified_v3/default.json.bz2 b/src/ptbench/data/tbx11k_simplified_v3/default.json.bz2
new file mode 100644
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diff --git a/src/ptbench/data/tbx11k_simplified_v3/fold_8.json.bz2 b/src/ptbench/data/tbx11k_simplified_v3/fold_8.json.bz2
new file mode 100644
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literal 0
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-- 
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