Ontology highlight
ABSTRACT:
SUBMITTER: Wang Y
PROVIDER: S-EPMC6747689 | biostudies-literature | 2019 Aug
REPOSITORIES: biostudies-literature
Wang Yangyang Y Xiao Qingxin Q Chen Peng P Wang Bing B
International journal of molecular sciences 20190822 17
Drug-induced liver injury (DILI) is a major factor in the development of drugs and the safety of drugs. If the DILI cannot be effectively predicted during the development of the drug, it will cause the drug to be withdrawn from markets. Therefore, DILI is crucial at the early stages of drug research. This work presents a 2-class ensemble classifier model for predicting DILI, with 2D molecular descriptors and fingerprints on a dataset of 450 compounds. The purpose of our study is to investigate w ...[more]