Publications
Cell Painting for cytotoxicity and mode-of-action analysis in primary human hepatocytes
Image-based profiling (Cell Painting) combined with cytotoxicity assays to study hepatocyte responses.
Read on bioRxiv
PKSmart: an open-source computational model to predict intravenous pharmacokinetics of small molecules
Machine-learning models (open source + web app) predicting human PK parameters from structure and predicted animal PK.
Read in Journal of Cheminformatics
OASIS Consortium: Integrating Multi-Omics Technologies to Advance Safety Assessment
Forum piece from the OASIS consortium outlining multi-omics integration for safety assessment.
Read in Toxicological Sciences
Improved Detection of Drug-Induced Liver Injury by Integrating Predicted & Experimental Data
Combines predicted in vivo and in vitro data to boost DILI detection performance.
Read in Chem. Research in Toxicology