Dave DeCaprio

TL;DR: It is found that deep learning has yet to revolutionize biomedicine or definitively resolve any of the most pressing challenges in the field, but promising advances have been made on the prior state of the art.

TL;DR: This work examines applications of deep learning to a variety of biomedical problems -- patient classification, fundamental biological processes, and treatment of patients -- to predict whether deep learning will transform these tasks or if the biomedical sphere poses unique challenges.

TL;DR: It is shown that deep learning has yet to revolutionize biomedicine or resolve any of the most pressing challenges in the eld, but promising advances have been made on the prior state of the art.