1 Development of A Battery of In Silico Prediction Tools for Drug- Induced Liver Injury (DILI) from the Vantage Point of Translational Safety Assessment James Rathman 1,2 , Chihae Yang 1 *, Vinnie Ribeiro 1 , Aleksandra Mostrag 1 , Shraddha Thakkar 3 , Weida Tong 3 , Bryan Hobocienski 1 , Oliver Sacher 1 , Tomasz Magdziarz 1 , Bruno Bienfait 1 1 MN-AM, Nurnberg Germany & Columbus OH U.S.A.; 2 Chemical & Biomolecular Engineering, The Ohio State University, Columbus OH U.S.A.; 3 U.S. Food & Drug Administration, National Center for Toxicology Research, Jefferson, AR U.S.A. *Corresponding author: chihae.yang@mn-am.com This is the accepted final version of the manuscript, submitted on November 24, 2020. This paper was subsequently published in: Chem. Res. Toxicol. 2021, 34, 2, 601–615 Publication Date: December 23, 2020