Assisting Clinical Decisions for Scarcely Available Treatment via Disentangled Latent Representation

no code implementations • 6 Jul 2023 • Bing Xue, Ahmed Sameh Said, Ziqi Xu, Hanyang Liu, Neel Shah, Hanqing Yang, Philip Payne, Chenyang Lu

TVAE is specifically designed to address the modeling challenges like ECMO with strong treatment selection bias and scarce treatment cases.

counterfactual Selection bias