Yu-Hao Ma

Interpretable deep neural network identifies robust biomarkers for diseases with mechanistic insights from omics data

DeepVaris is introduced, an explainable deep learning framework that reframes feature selection as the interpretation of a pretrained convolutional neural network via surrogate modeling that will serve as a robust tool for biomarker discovery.