diff --git a/monai/apps/deepedit/transforms.py b/monai/apps/deepedit/transforms.py
index 6d0825f54a..5af082e2b0 100644
--- a/monai/apps/deepedit/transforms.py
+++ b/monai/apps/deepedit/transforms.py
@@ -30,7 +30,7 @@
 
 logger = logging.getLogger(__name__)
 
-distance_transform_cdt, _ = optional_import("scipy.ndimage.morphology", name="distance_transform_cdt")
+distance_transform_cdt, _ = optional_import("scipy.ndimage", name="distance_transform_cdt")
 
 
 class DiscardAddGuidanced(MapTransform):
diff --git a/monai/apps/deepgrow/transforms.py b/monai/apps/deepgrow/transforms.py
index 9aca77a36c..c2f97091fd 100644
--- a/monai/apps/deepgrow/transforms.py
+++ b/monai/apps/deepgrow/transforms.py
@@ -27,7 +27,7 @@
 from monai.utils.enums import PostFix
 
 measure, _ = optional_import("skimage.measure", "0.14.2", min_version)
-distance_transform_cdt, _ = optional_import("scipy.ndimage.morphology", name="distance_transform_cdt")
+distance_transform_cdt, _ = optional_import("scipy.ndimage", name="distance_transform_cdt")
 
 DEFAULT_POST_FIX = PostFix.meta()
 
diff --git a/monai/apps/nuclick/transforms.py b/monai/apps/nuclick/transforms.py
index f22ea764be..4828bd2e5a 100644
--- a/monai/apps/nuclick/transforms.py
+++ b/monai/apps/nuclick/transforms.py
@@ -24,7 +24,7 @@
 
 measure, _ = optional_import("skimage.measure")
 morphology, _ = optional_import("skimage.morphology")
-distance_transform_cdt, _ = optional_import("scipy.ndimage.morphology", name="distance_transform_cdt")
+distance_transform_cdt, _ = optional_import("scipy.ndimage", name="distance_transform_cdt")
 
 
 class NuclickKeys(StrEnum):
diff --git a/monai/apps/pathology/transforms/post/array.py b/monai/apps/pathology/transforms/post/array.py
index 99e94f89c0..42ca385fa0 100644
--- a/monai/apps/pathology/transforms/post/array.py
+++ b/monai/apps/pathology/transforms/post/array.py
@@ -33,7 +33,7 @@
 from monai.utils.misc import ensure_tuple_rep
 from monai.utils.type_conversion import convert_to_dst_type, convert_to_tensor
 
-label, _ = optional_import("scipy.ndimage.measurements", name="label")
+label, _ = optional_import("scipy.ndimage", name="label")
 disk, _ = optional_import("skimage.morphology", name="disk")
 opening, _ = optional_import("skimage.morphology", name="opening")
 watershed, _ = optional_import("skimage.segmentation", name="watershed")
diff --git a/monai/apps/pathology/utils.py b/monai/apps/pathology/utils.py
index d3ebe0a7a6..3aa0bfab86 100644
--- a/monai/apps/pathology/utils.py
+++ b/monai/apps/pathology/utils.py
@@ -33,10 +33,10 @@ def compute_multi_instance_mask(mask: np.ndarray, threshold: float) -> Any:
     """
 
     neg = 255 - mask * 255
-    distance = ndimage.morphology.distance_transform_edt(neg)
+    distance = ndimage.distance_transform_edt(neg)
     binary = distance < threshold
 
-    filled_image = ndimage.morphology.binary_fill_holes(binary)
+    filled_image = ndimage.binary_fill_holes(binary)
     multi_instance_mask = measure.label(filled_image, connectivity=2)
 
     return multi_instance_mask
diff --git a/monai/metrics/utils.py b/monai/metrics/utils.py
index e7057256fb..340e54a1d7 100644
--- a/monai/metrics/utils.py
+++ b/monai/metrics/utils.py
@@ -35,9 +35,9 @@
     optional_import,
 )
 
-binary_erosion, _ = optional_import("scipy.ndimage.morphology", name="binary_erosion")
-distance_transform_edt, _ = optional_import("scipy.ndimage.morphology", name="distance_transform_edt")
-distance_transform_cdt, _ = optional_import("scipy.ndimage.morphology", name="distance_transform_cdt")
+binary_erosion, _ = optional_import("scipy.ndimage", name="binary_erosion")
+distance_transform_edt, _ = optional_import("scipy.ndimage", name="distance_transform_edt")
+distance_transform_cdt, _ = optional_import("scipy.ndimage", name="distance_transform_cdt")
 
 __all__ = [
     "ignore_background",
diff --git a/monai/transforms/signal/array.py b/monai/transforms/signal/array.py
index 938f42192c..97df04f233 100644
--- a/monai/transforms/signal/array.py
+++ b/monai/transforms/signal/array.py
@@ -28,7 +28,7 @@
 from monai.utils.enums import TransformBackends
 from monai.utils.type_conversion import convert_data_type, convert_to_tensor
 
-shift, has_shift = optional_import("scipy.ndimage.interpolation", name="shift")
+shift, has_shift = optional_import("scipy.ndimage", name="shift")
 iirnotch, has_iirnotch = optional_import("scipy.signal", name="iirnotch")
 with warnings.catch_warnings():
     warnings.simplefilter("ignore", UserWarning)  # project-monai/monai#5204