diff --git a/docs/changes/newsfragments/369.bugfix b/docs/changes/newsfragments/369.bugfix
new file mode 100644
index 000000000..8bd1429c5
--- /dev/null
+++ b/docs/changes/newsfragments/369.bugfix
@@ -0,0 +1 @@
+Correct listing for :class:`.fMRIPrepConfoundRemover` in ``junifer.pipeline.registry`` by `Synchon Mandal`_
diff --git a/junifer/pipeline/registry.py b/junifer/pipeline/registry.py
index 7b1e6e0fb..bc1ac0186 100644
--- a/junifer/pipeline/registry.py
+++ b/junifer/pipeline/registry.py
@@ -60,7 +60,7 @@ _REGISTRY: Dict[str, Dict[str, Union[str, type]]] = {
         "BasePreprocessor": "BasePreprocessor",
         "Smoothing": "Smoothing",
         "SpaceWarper": "SpaceWarper",
-        "fMRIPrepConfoundRemove": "fMRIPrepConfoundRemove",
+        "fMRIPrepConfoundRemover": "fMRIPrepConfoundRemover",
     },
     "marker": {
         "ALFFParcels": "ALFFParcels",