diff --git a/atlas/views.py b/atlas/views.py
index 4f396c9b..d63d8968 100755
--- a/atlas/views.py
+++ b/atlas/views.py
@@ -1050,26 +1050,36 @@ def image_diff(request):
 
         image_ids = request.POST.getlist("image-id")
 
-        first: SeriesImage = get_object_or_404(SeriesImage, pk=image_ids[0])
-        second: SeriesImage = get_object_or_404(SeriesImage, pk=image_ids[1])
+        if len(image_ids) == 2:
+            first: SeriesImage = get_object_or_404(SeriesImage, pk=image_ids[0])
+            second: SeriesImage = get_object_or_404(SeriesImage, pk=image_ids[1])
 
-        first_ds = pydicom.read_file(first.image.file)
-        #del first_ds.PixelData
-        #j1 = first_ds.to_json_dict()
-        f = print_dicom(first_ds, join=False)
+            first_ds = pydicom.read_file(first.image.file)
+            #del first_ds.PixelData
+            #j1 = first_ds.to_json_dict()
+            f = print_dicom(first_ds, join=False)
 
-        second_ds = pydicom.read_file(second.image.file)
-        #del second_ds.PixelData
-        #j2 = second_ds.to_json_dict()
-        s = print_dicom(second_ds, join=False)
+            second_ds = pydicom.read_file(second.image.file)
+            #del second_ds.PixelData
+            #j2 = second_ds.to_json_dict()
+            s = print_dicom(second_ds, join=False)
 
-        diff = difflib.HtmlDiff().make_table(f, s)
+            diff = difflib.HtmlDiff().make_table(f, s)
+            
+            dict_diff = pprint.pformat(compare_dicom_datasets(first_ds, second_ds))
+
+            #return HttpResponse(diff)
+
+            return HttpResponse(f"<pre>{dict_diff}</pre><br/>{diff}")
         
-        dict_diff = pprint.pformat(compare_dicom_datasets(first_ds, second_ds))
+        else:
+            ds_set = []
+            for pk in image_ids:
+                series_image = get_object_or_404(SeriesImage, pk=pk)
+                ds_set.append(pydicom.read_file(series_image.image.file))
 
-        #return HttpResponse(diff)
-
-        return HttpResponse(f"<pre>{dict_diff}</pre><br/>{diff}")
+            dict_diff = pprint.pformat(compare_dicom_datasets(*ds_set))
+            return HttpResponse(f"<pre>{dict_diff}</pre>")
 
 
     return HttpResponse("Fail")
diff --git a/helpers/images.py b/helpers/images.py
index 3960ad51..f87d907f 100644
--- a/helpers/images.py
+++ b/helpers/images.py
@@ -1,4 +1,5 @@
 import base64
+from collections import defaultdict
 import hashlib
 import mimetypes
 
@@ -258,24 +259,30 @@ def compare_dicom_elements(element1: pydicom.DataElement, element2: pydicom.Data
 
     return differences
 
-def compare_dicom_datasets(dataset1: pydicom.Dataset, dataset2: pydicom.Dataset):
-    differences = {}
+def compare_dicom_datasets(*datasets: pydicom.Dataset):
+    differences = defaultdict(list)
 
     # Compare the dataset elements
-    for element1 in dataset1:
-        element2 = dataset2.get(element1.tag)
-        if element2 is None:
-            differences[f"{element1.tag} {element1.name}"] = ('missing', element1.value)
-        else:
-            element_differences = compare_dicom_elements(element1, element2)
-            if element_differences:
-                differences[f"{element1.tag} {element1.name}"] = element_differences
+    for i, dataset in enumerate(datasets):
+        for element1 in dataset:
+            for j in range(i+1, len(datasets)):
+                dataset2 = datasets[j]
+                element2 = dataset2.get(element1.tag)
+                if element2 is None:
+                    differences[f"{element1.tag} {element1.name}"].append(('missing', element1.value))
+                else:
+                    element_differences = compare_dicom_elements(element1, element2)
+                    if element_differences:
+                        differences[f"{element1.tag} {element1.name}"].append(element_differences)
 
-    # Check for any extra elements in dataset2
-    for element2 in dataset2:
-        element1 = dataset1.get(element2.tag)
-        if element1 is None:
-            differences[f"{element1.tag} {element1.name}"] = ('extra', element2.value)
+    # Check for any extra elements in the datasets
+    for i, dataset in enumerate(datasets):
+        for element2 in dataset:
+            for j in range(i+1, len(datasets)):
+                dataset2 = datasets[j]
+                element1 = dataset2.get(element2.tag)
+                if element1 is None:
+                    differences[f"{element1.tag} {element1.name}"].append(('extra', element2.value))
 
     return differences