diff --git a/src/mednet/config/data/indian/default.json b/src/mednet/config/data/indian/default.json
index 3bc3742a8d338260fc9a99f2bf065884e5174ac6..de12e2b949989d0d02a7060a4512ba855cddac22 100644
--- a/src/mednet/config/data/indian/default.json
+++ b/src/mednet/config/data/indian/default.json
@@ -1,5 +1,6 @@
 {
   "train": [
+    ["DatasetA/Training/nx23.jpg", 0],
     ["DatasetA/Training/nx52.jpg", 0],
     ["DatasetA/Training/nx19.jpg", 0],
     ["DatasetA/Training/nx38.jpg", 0],
diff --git a/src/mednet/config/data/indian/fold-0.json b/src/mednet/config/data/indian/fold-0.json
index 2bceb4270c6ca6ae0686b5c6fe66d4059b93ff77..1f14a7d4b84e94a8a30e0795a69a5281da2ace49 100644
--- a/src/mednet/config/data/indian/fold-0.json
+++ b/src/mednet/config/data/indian/fold-0.json
@@ -143,6 +143,7 @@
     ["DatasetA/Training/px24.jpg", 1]
   ],
   "test": [
+    ["DatasetA/Training/nx23.jpg", 0],
     ["DatasetA/Training/nx39.jpg", 0],
     ["DatasetA/Training/nx21.jpg", 0],
     ["DatasetA/Training/nx33.jpg", 0],
diff --git a/src/mednet/config/data/indian/fold-1.json b/src/mednet/config/data/indian/fold-1.json
index 8dd669d964c4dd9a4416ffe8f732c6f53d96db4c..b941015445f601e391009d4546d715acd09e33d5 100644
--- a/src/mednet/config/data/indian/fold-1.json
+++ b/src/mednet/config/data/indian/fold-1.json
@@ -1,5 +1,6 @@
 {
   "train": [
+    ["DatasetA/Training/nx23.jpg", 0],
     ["DatasetA/Training/nx37.jpg", 0],
     ["DatasetA/Training/nx41.jpg", 0],
     ["DatasetA/Training/px10.jpg", 1],
diff --git a/src/mednet/config/data/indian/fold-2.json b/src/mednet/config/data/indian/fold-2.json
index 412d64fc7d1bdc1e2545d7f53b6796ca75b67e8f..494ab257205e8d437b84379f3412532e973b49ec 100644
--- a/src/mednet/config/data/indian/fold-2.json
+++ b/src/mednet/config/data/indian/fold-2.json
@@ -113,6 +113,7 @@
     ["DatasetA/Training/nx1.jpg", 0]
   ],
   "validation": [
+    ["DatasetA/Training/nx23.jpg", 0],
     ["DatasetA/Testing/px40.jpg", 1],
     ["DatasetA/Training/px2.jpg", 1],
     ["DatasetA/Testing/px29.jpg", 1],
diff --git a/src/mednet/config/data/indian/fold-3.json b/src/mednet/config/data/indian/fold-3.json
index 5a587001bca1a8da43fbf2fc4b64f5b6c5dffcfa..994bb915fd58c85f21eb025329504b37fc2bb069 100644
--- a/src/mednet/config/data/indian/fold-3.json
+++ b/src/mednet/config/data/indian/fold-3.json
@@ -1,5 +1,6 @@
 {
   "train": [
+    ["DatasetA/Training/nx23.jpg", 0],
     ["DatasetA/Training/nx21.jpg", 0],
     ["DatasetA/Testing/px39.jpg", 1],
     ["DatasetA/Testing/px45.jpg", 1],
diff --git a/src/mednet/config/data/indian/fold-4.json b/src/mednet/config/data/indian/fold-4.json
index 0342a015a983630b1d3f4ee01d96094a25261298..3b400846177264eb1d89cef5ed92f37890929874 100644
--- a/src/mednet/config/data/indian/fold-4.json
+++ b/src/mednet/config/data/indian/fold-4.json
@@ -113,6 +113,7 @@
     ["DatasetA/Testing/nx10.jpg", 0]
   ],
   "validation": [
+    ["DatasetA/Training/nx23.jpg", 0],
     ["DatasetA/Testing/nx3.jpg", 0],
     ["DatasetA/Testing/px31.jpg", 1],
     ["DatasetA/Training/nx44.jpg", 0],
diff --git a/src/mednet/config/data/indian/fold-5.json b/src/mednet/config/data/indian/fold-5.json
index f8ffb386e2d390331efe8090378f3149fa621be1..666586d61d656369f08236fe41f0131f5b24e9b9 100644
--- a/src/mednet/config/data/indian/fold-5.json
+++ b/src/mednet/config/data/indian/fold-5.json
@@ -1,5 +1,6 @@
 {
   "train": [
+    ["DatasetA/Training/nx23.jpg", 0],
     ["DatasetA/Training/px38.jpg", 1],
     ["DatasetA/Training/px45.jpg", 1],
     ["DatasetA/Training/px36.jpg", 1],
diff --git a/src/mednet/config/data/indian/fold-6.json b/src/mednet/config/data/indian/fold-6.json
index 721aae0fd45851d54e8255d6fe086b09242372ba..b5cd28d0a792faf80d913da66fa4559eb1da58eb 100644
--- a/src/mednet/config/data/indian/fold-6.json
+++ b/src/mednet/config/data/indian/fold-6.json
@@ -114,6 +114,7 @@
     ["DatasetA/Training/px37.jpg", 1]
   ],
   "validation": [
+    ["DatasetA/Training/nx23.jpg", 0],
     ["DatasetA/Training/px25.jpg", 1],
     ["DatasetA/Training/nx10.jpg", 0],
     ["DatasetA/Training/px13.jpg", 1],
diff --git a/src/mednet/config/data/indian/fold-7.json b/src/mednet/config/data/indian/fold-7.json
index 6cecc46a22967631dde28968f47035792c3860a9..406df3bfe119d3ffe442bf7bcea7c771ec078b0f 100644
--- a/src/mednet/config/data/indian/fold-7.json
+++ b/src/mednet/config/data/indian/fold-7.json
@@ -1,5 +1,6 @@
 {
   "train": [
+    ["DatasetA/Training/nx23.jpg", 0],
     ["DatasetA/Training/nx25.jpg", 0],
     ["DatasetA/Testing/nx16.jpg", 0],
     ["DatasetA/Training/nx27.jpg", 0],
diff --git a/src/mednet/config/data/indian/fold-8.json b/src/mednet/config/data/indian/fold-8.json
index 5a4d1865e82091adc6d99b3250d3eb4d519ad580..1063edbbd9a6fbd91adab343361fa238196f3703 100644
--- a/src/mednet/config/data/indian/fold-8.json
+++ b/src/mednet/config/data/indian/fold-8.json
@@ -114,6 +114,7 @@
     ["DatasetA/Training/nx11.jpg", 0]
   ],
   "validation": [
+    ["DatasetA/Training/nx23.jpg", 0],
     ["DatasetA/Training/nx40.jpg", 0],
     ["DatasetA/Training/nx50.jpg", 0],
     ["DatasetA/Training/nx25.jpg", 0],
diff --git a/src/mednet/config/data/indian/fold-9.json b/src/mednet/config/data/indian/fold-9.json
index bb906259ca87226b90142a59478f5059ac3dd1aa..6385bba7f178c1ea1580552876a7c62923b1fa63 100644
--- a/src/mednet/config/data/indian/fold-9.json
+++ b/src/mednet/config/data/indian/fold-9.json
@@ -1,5 +1,6 @@
 {
   "train": [
+    ["DatasetA/Training/nx23.jpg", 0],
     ["DatasetA/Training/nx35.jpg", 0],
     ["DatasetA/Testing/px30.jpg", 1],
     ["DatasetA/Training/px35.jpg", 1],
diff --git a/tests/test_indian.py b/tests/test_indian.py
index 5b76f2439d01c0057a1b184ecb37ac1e83733031..1a179bd81dd275eb31bbe5f206f71d50b9c4a57b 100644
--- a/tests/test_indian.py
+++ b/tests/test_indian.py
@@ -22,17 +22,17 @@ def id_function(val):
 @pytest.mark.parametrize(
     "split,lenghts",
     [
-        ("default", dict(train=83, validation=20, test=52)),
-        ("fold-0", dict(train=111, validation=28, test=16)),
-        ("fold-1", dict(train=111, validation=28, test=16)),
-        ("fold-2", dict(train=111, validation=28, test=16)),
-        ("fold-3", dict(train=111, validation=28, test=16)),
-        ("fold-4", dict(train=111, validation=28, test=16)),
-        ("fold-5", dict(train=112, validation=28, test=15)),
-        ("fold-6", dict(train=112, validation=28, test=15)),
-        ("fold-7", dict(train=112, validation=28, test=15)),
-        ("fold-8", dict(train=112, validation=28, test=15)),
-        ("fold-9", dict(train=112, validation=28, test=15)),
+        ("default", dict(train=84, validation=20, test=52)),
+        ("fold-0", dict(train=111, validation=28, test=17)),
+        ("fold-1", dict(train=112, validation=28, test=16)),
+        ("fold-2", dict(train=111, validation=29, test=16)),
+        ("fold-3", dict(train=112, validation=28, test=16)),
+        ("fold-4", dict(train=111, validation=29, test=16)),
+        ("fold-5", dict(train=113, validation=28, test=15)),
+        ("fold-6", dict(train=112, validation=29, test=15)),
+        ("fold-7", dict(train=113, validation=28, test=15)),
+        ("fold-8", dict(train=112, validation=29, test=15)),
+        ("fold-9", dict(train=113, validation=28, test=15)),
     ],
     ids=id_function,  # just changes how pytest prints it
 )