Predicting Chemical-induced Liver Toxicity Using High Content Imaging Phenotypes and Chemical Descriptors: A Random Forest Approach

Hepatotoxicity is a major reason for the withdrawal or discontinuation of drugs from clinical trials. Thus better tools are needed to filter potential hepatotoxic drugs early in drug discovery. Our...