Integration of human cell lines gene expression and chemical properties of drugs for Drug Induced Liver Injury prediction

by Wojciech Lesiński, Krzysztof Mnich, Agnieszka Kitlas Golińska, Witold R. Rudnicki
Published 2021-01-01

Prediction of Alternative Drug-Induced Liver Injury Classifications Using Molecular Descriptors, Gene Expression Perturbation, and Toxicology Reports

by Wojciech Lesiński, Krzysztof Mnich, Witold R. Rudnicki, Witold R. Rudnicki
Published 2021-07-01

Integration of multiple types of genetic markers for neuroblastoma may contribute to improved prediction of the overall survival

by Aneta Polewko-Klim, Wojciech Lesiński, Krzysztof Mnich, Radosław Piliszek, Witold R. Rudnicki
Published 2018-09-01

Sensitivity analysis based on the random forest machine learning algorithm identifies candidate genes for regulation of innate and adaptive immune response of chicken

by Aneta Polewko-Klim, Wojciech Lesiński, Agnieszka Kitlas Golińska, Krzysztof Mnich, Maria Siwek, Witold R. Rudnicki
Published 2020-12-01