Xiao-Fan Ding

Decoding cellular vulnerabilities for interpretable drug response prediction

Abstract Accurate prediction of anticancer drug response remains challenging because conventional approaches based on chemical structures and baseline molecular profiles do not directly capture drug-induced perturbations or cellular dependencies. Here, we present vulnerability-guided cascaded attention transformer (VCA...