Medical diagnosis is based on a knowledge from generalization process of clinical experiences. Now, we have clinical data archive in hospitals and deep learning which is the state-of-the-art generalization technology. By putting them together, we believe that those data can be transformed into deeper insight that drives medical diagnosis to the next level.