diff --git a/monai/losses/perceptual.py b/monai/losses/perceptual.py
index 2207de5e64..fd61603b03 100644
--- a/monai/losses/perceptual.py
+++ b/monai/losses/perceptual.py
@@ -29,7 +29,7 @@ class PercetualNetworkType(StrEnum):
     squeeze = "squeeze"
     radimagenet_resnet50 = "radimagenet_resnet50"
     medicalnet_resnet10_23datasets = "medicalnet_resnet10_23datasets"
-    medical_resnet50_23datasets = "medical_resnet50_23datasets"
+    medicalnet_resnet50_23datasets = "medicalnet_resnet50_23datasets"
     resnet50 = "resnet50"
 
 
diff --git a/tests/test_perceptual_loss.py b/tests/test_perceptual_loss.py
index ba204af697..02232e6f8d 100644
--- a/tests/test_perceptual_loss.py
+++ b/tests/test_perceptual_loss.py
@@ -40,6 +40,11 @@
         (2, 1, 64, 64, 64),
         (2, 1, 64, 64, 64),
     ],
+    [
+        {"spatial_dims": 3, "network_type": "medicalnet_resnet50_23datasets", "is_fake_3d": False},
+        (2, 1, 64, 64, 64),
+        (2, 1, 64, 64, 64),
+    ],
     [
         {"spatial_dims": 3, "network_type": "resnet50", "is_fake_3d": True, "pretrained": True, "fake_3d_ratio": 0.2},
         (2, 1, 64, 64, 64),