diff --git a/CMake/FindDCMQI.cmake b/CMake/FindDCMQI.cmake
new file mode 100644
index 0000000000..a62fbb2c13
--- /dev/null
+++ b/CMake/FindDCMQI.cmake
@@ -0,0 +1,48 @@
+set(DCMQI_DIR ${MITK_EXTERNAL_PROJECT_PREFIX}/src/DCMQI-build)
+
+find_path(DCMQI_INCLUDE_DIR
+  NAMES DCMQI/DCMQI
+  PATHS ${DCMQI_DIR}/../DCMQI ${MITK_EXTERNAL_PROJECT_PREFIX} ${CMAKE_PREFIX_PATH}
+  PATH_SUFFIXES include include/DCMQI
+)
+
+set(DCMQI_INCLUDE_DIR ${MITK_EXTERNAL_PROJECT_PREFIX}/src/DCMQI/include ${MITK_EXTERNAL_PROJECT_PREFIX}/src/DCMQI/jsoncpp ${DCMQI_DIR})
+
+find_package_handle_standard_args(DCMQI
+  FOUND_VAR DCMQI_FOUND
+  REQUIRED_VARS DCMQI_INCLUDE_DIR
+)
+
+# Find all libraries, store debug and release separately
+  # Find Release libraries
+  find_library(DCMQI_LIBRARY_RELEASE
+    dcmqi
+    PATHS
+    ${DCMQI_DIR}/bin
+    ${DCMQI_DIR}/bin/Release
+    NO_DEFAULT_PATH
+    )
+
+  # Find Debug libraries
+  find_library(DCMQI_LIBRARY_DEBUG
+    dcmqi
+    PATHS
+    ${DCMQI_DIR}/bin
+    ${DCMQI_DIR}/bin/Debug
+    NO_DEFAULT_PATH
+    )
+
+  mark_as_advanced(DCMQI_LIBRARY_RELEASE)
+  mark_as_advanced(DCMQI_LIBRARY_DEBUG)
+
+  # Add libraries to variable according to build type
+  set(DCMQI_LIBRARY)
+  if(DCMQI_LIBRARY_RELEASE)
+    list(APPEND DCMQI_LIBRARIES optimized ${DCMQI_LIBRARY_RELEASE})
+    list(APPEND DCMQI_LIBRARY optimized ${DCMQI_LIBRARY_RELEASE})
+  endif()
+
+  if(DCMQI_LIBRARY_DEBUG)
+    list(APPEND DCMQI_LIBRARIES debug ${DCMQI_LIBRARY_DEBUG})
+    list(APPEND DCMQI_LIBRARY debug ${DCMQI_LIBRARY_DEBUG})
+  endif()