diff --git a/invesalius/data/styles.py b/invesalius/data/styles.py
index 89dbab4..fbf698c 100644
--- a/invesalius/data/styles.py
+++ b/invesalius/data/styles.py
@@ -30,7 +30,11 @@ import wx
 from scipy import ndimage
 from imageio import imsave
 from scipy.ndimage import generate_binary_structure, watershed_ift
-from skimage.morphology import watershed
+try:
+    # Skimage >= 0.19
+    from skimage.segmentation import watershed
+except ImportError:
+    from skimage.morphology import watershed
 from invesalius.pubsub import pub as Publisher
 
 import invesalius.constants as const
diff --git a/invesalius/data/watershed_process.py b/invesalius/data/watershed_process.py
index 6c370f1..3394733 100644
--- a/invesalius/data/watershed_process.py
+++ b/invesalius/data/watershed_process.py
@@ -1,7 +1,10 @@
 import numpy as np
 from scipy import ndimage
 from scipy.ndimage import watershed_ift, generate_binary_structure
-from skimage.morphology import watershed
+try:
+    from skimage.segmentation import watershed
+except ImportError:
+    from skimage.morphology import watershed
 
 def get_LUT_value(data, window, level):
     shape = data.shape
--
libgit2 0.21.2