Deep reinforcement learning (DRL) augments the framework, which learns a sequence of actions that maximizes expected reward, with representative power deep neural networks. Recent works have demonstrated great potential DRL in medicine and healthcare. This paper presents literature review medical imaging. We start comprehensive tutorial DRL, including latest model-free model-based algorithms. t...