Ontology highlight
ABSTRACT:
SUBMITTER: Lysenko A
PROVIDER: S-EPMC6262234 | biostudies-literature | 2018 Dec
REPOSITORIES: biostudies-literature
Lysenko Artem A Sharma Alok A Boroevich Keith A KA Tsunoda Tatsuhiko T
Life science alliance 20181128 6
Recent trends in drug development have been marked by diminishing returns caused by the escalating costs and falling rates of new drug approval. Unacceptable drug toxicity is a substantial cause of drug failure during clinical trials and the leading cause of drug withdraws after release to the market. Computational methods capable of predicting these failures can reduce the waste of resources and time devoted to the investigation of compounds that ultimately fail. We propose an original machine ...[more]