Contrastive Deep Encoding Enables Uncertainty-aware Machine-learning-assisted Histopathology

Nirhoshan Sivaroopan, Chamuditha Jayanga, Chalani Ekanayake +6

Deep neural network models can learn clinically relevant features from millions of histopathology images. However generating high-quality annotations to train such models for each…