diff --git a/Libs/DICOM/Core/CMakeLists.txt b/Libs/DICOM/Core/CMakeLists.txt
index d2b7d8c60f..5d038b9ba9 100644
--- a/Libs/DICOM/Core/CMakeLists.txt
+++ b/Libs/DICOM/Core/CMakeLists.txt
@@ -88,6 +88,13 @@ set(KIT_resources
 # The following macro will read the target libraries from the file 'target_libraries.cmake'
 ctkFunctionGetTargetLibraries(KIT_target_libraries)
 
+if(TARGET DCMTK::dcmnet AND TARGET DCMTK::dcmjpeg)
+  if(DCMTK_LIBRARIES)
+    list(REMOVE_ITEM KIT_target_libraries ${DCMTK_LIBRARIES})
+  endif()
+  list(APPEND KIT_target_libraries DCMTK::dcmnet DCMTK::dcmjpeg)
+endif()
+
 if(CTK_QT_VERSION VERSION_GREATER "4")
   list(APPEND KIT_target_libraries Qt5::Sql)
 endif()