Nature Medicine 2018

Classification and mutation prediction from non–small cell lung cancer histopathology images using deep learning

Nature Medicine 2018 ncoudray/DeepPATH

In this study, we trained a deep convolutional neural network (inception v3) on whole-slide images obtained from The Cancer Genome Atlas to accurately and automatically classify them into LUAD, LUSC or normal lung tissue.