After we’ve made the official Windows binaries for DCMTK 3.6.0 available about two weeks ago, there are now also Linux binaries – both with static and dynamic linkage.
Of course, there might be more appropriate packages for your favorite Linux distribution. Some of them are listed in the “user contributions” section on the DCMTK web page.