Promising Points and Problems of Medical Image Reconstruction Using Deep Learning

Abstract

Several years have passed after research on medical image reconstruction using Deep Learning (DL) began. At the current stage, frameworks to construct various DL reconstructions have been settled thanks to the past research. In this paper, we describe promising points and problems of the DL reconstruction methods from the authorʼs point of view. Since opinions on effectiveness of the DL reconstruction depends on each researcher. So, I remark that the opinion written in this paper includes the authorʼs private opinions.