Foundations and Recent Progress of Deep Learning

Abstract

Deep learning is playing more and more important roles in various fields of medical research. The first part of the talk aims to present the foundations of deep learning and to review the recent progress of deep learning. In the second part of the talk, the applications of deep learning to medical research will be described. The focus will be on the applications of deep learning to medical image analysis and computer aided diagnosis tasks.