Orly Ardon

The paper develops Mosaic, a machine learning system that classifies tumors into detailed subtypes and identifies molecular phenotypes using histopathologic and genomic data from a large patient cohort.

DeepHeme is a convolutional neural network trained on bone marrow single-cell images that achieves high accuracy in classifying hematologic cell types, outperforming human experts.