diff --git a/Modules/REST/CMakeLists.txt b/Modules/REST/CMakeLists.txt
index 60226d6486..09e301a39e 100644
--- a/Modules/REST/CMakeLists.txt
+++ b/Modules/REST/CMakeLists.txt
@@ -1,8 +1,14 @@
+set(boost_depends "Boost|date_time+regex+system")
+
+if(UNIX)
+  set(boost_depends "${boost_depends}+atomic+chrono+filesystem+random+thread")
+endif()
+
 mitk_create_module(
   DEPENDS MitkCore
-  PACKAGE_DEPENDS PUBLIC cpprestsdk OpenSSL|SSL
+  PACKAGE_DEPENDS PUBLIC cpprestsdk OpenSSL|SSL ${boost_depends}
 )
 
 if(TARGET ${MODULE_TARGET})
   add_subdirectory(test)
 endif()