DoAtlas-1: A Causal Compilation Paradigm for Clinical AI

Yulong Li, Jianxu Chen, Xiwei Liu +9

Medical foundation models generate narrative explanations but cannot quantify intervention effects, detect evidence conflicts, or validate literature claims, limiting clinical audi…