Unsupervised Representation Learning from Pathology Images with Multi-directional Contrastive Predictive Coding

Jacob Carse, Frank Carey, Stephen McKenna

Digital pathology tasks have benefited greatly from modern deep learning algorithms. However, their need for large quantities of annotated data has been identified as a key challen…