Clinical-grade computational pathology using weakly supervised deep learning on whole slide images
TL
TL;DR
A multiple instance learning-based deep learning system that uses only the reported diagnoses as labels for training, thereby avoiding expensive and time-consuming pixel-wise manual annotations, and has the ability to train accurate classification models at unprecedented scale.