Predicting hepatotoxicity using ToxCast in vitro bioactivity and chemical structure.

The utility of high-throughput assays for characterizing rodent hepatotoxicants, the benefit of using hybrid representations that integrate bioactivity and chemical structure, and the need for objective evaluation of classification performance are demonstrated.