Disease Severity Regression with Continuous Data Augmentation

Shumpei Takezaki, Kiyohito Tanaka, Seiichi Uchida +1

Disease severity regression by a convolutional neural network (CNN) for medical images requires a sufficient number of image samples labeled with severity levels. Conditional gener…