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

no code implementations • 23 Oct 2019 • Ming Y. Lu, Richard J. Chen, Jingwen Wang, Debora Dillon, Faisal Mahmood

Convolutional neural networks can be trained to perform histology slide classification using weak annotations with multiple instance learning (MIL).

Binary Classification Classification +4