Semi-Supervised Histology Classification using Deep Multiple Instance Learning and Contrastive Predictive Coding

Ming Y. Lu, Richard J. Chen, Jingwen Wang +2

Convolutional neural networks can be trained to perform histology slide classification using weak annotations with multiple instance learning (MIL). However, given the paucity of l…