DeepEXPOKE: A Deep Learning Framework with Polygenic Risk Scores as Knockoffs for Deconvoluting Genetic and Non-Genetic Exposure Risks in Sepsis and Coronary Heart Disease
Aditya Sriram, Rebecca Bohn, Kate F. Kernan, Joseph A. Carcillo, Soyeon Kim, Hyun Jung Park
DeepEXPOKE uses deep learning with knockoff features to distinguish genetic and non-genetic exposure risks in sepsis and coronary heart disease, identifying metabolites and asthma as risk factors.
medRxiv · Oct 15, 2024 · PreprintGenetic & Genomic Medicine