diff --git a/anonymiseDatabase.m b/anonymiseDatabase.m
new file mode 100644
index 0000000..99116e8
--- /dev/null
+++ b/anonymiseDatabase.m
@@ -0,0 +1,22 @@
+function anonymiseDatabase()
+  database = ShoulderCaseLoader();
+  database.setDataRootPath(fullfile(filesep,"shoulder","dataDev"));
+  AllSCaseID = string(database.getAllCasesID);
+  AllSCaseID = ["N29" "N32"];
+  anonymisers = [];
+  for SCaseID = AllSCaseID
+    tic;
+    fprintf("(%d/%d) Anonymisation of %s: ",find(contains(AllSCaseID,SCaseID)),length(AllSCaseID),SCaseID);
+    try
+      currentAnonymiser = ShoulderCaseAnonymiser(database.getCasePath(SCaseID));
+      currentAnonymiser.fullAnonymisation();
+      anonymisers = [anonymisers ; currentAnonymiser];
+      save('anonymisers.mat','anonymisers');
+    catch ME
+      fprintf("Failed after %.2f sec\n",toc);
+      fprintf("ERROR: %s\n",ME.message);
+      continue
+    end
+    fprintf("Done in %.2f sec\n",toc);
+  end
+end