Predictability of drug-induced liver injury by machine learning - Chierici, Marco; Francescatto, Margherita; Bussola, Nicole; Jurman, Giuseppe; Furlanello, Cesare (Biology direct, 2020)
Keywords: Accuracy; Adverse drug reactions; Algorithms; Bioinformatics; Biomedical and Life Sciences; Biotechnology; Cancer; Classification; CMap; Correlation coefficient; Correlation coefficients; Data analysis; Deep learning; Diagnosis; DILI; Drug development; Experiments; Gene expression; Health risk assessment; Hepatotoxicity; Information management; Learning algorithms; Life Sciences; Liver; Liver diseases; Machine learning; Microarray; Multilayers; Pharmacovigilance; Proceedings of the Critical Assessment of Massive Data Analysis (CAMDA) Satellite Meeting to ISMB 2018; Product safety; Risk factors; Tumor cell lines; Italy; United States--US; Deep learning; DILI; Microarray; CMap; Classification