Repurposed High-Throughput Images Enable Biological Activity Prediction For Drug Discovery
J. Simm, G. Klambauer, A. Arany, M. Steijaert, J. K. Wegner, E. Gustin, V. Chupakhin, Y. T. Chong, J. Vialard, P. Buijnsters, I. Velter, A. Vapirev, S. Singh, A. Carpenter, R. Wuyts, , H. Ceulemans
The paper repurposes high-throughput imaging data from a glucocorticoid receptor assay to predict activity in unrelated drug discovery assays, significantly increasing hit rates and chemical diversity.
bioRxiv · Mar 30, 2017Pharmacology & Toxicology