T. Patterson

Multitask learning in predictive toxicology: methods, benchmarks, and applications

ABSTRACT Introduction Drug safety evaluation is inherently multi-endpoint, multi-scale, and mechanistically interconnected. Traditional predictive toxicology approaches rely heavily on single endpoint models, limiting their ability to leverage shared biological and chemical determinants across assays, species, and clin...