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Applications of machine learning in drug discovery and development

Drug discovery and development pipelines are long, complex and depend on numerous factors. Machine learning (ML) approaches provide a set of tools that can improve discovery and decision making for well-specified questions with abundant, high-quality data. Opportunities to apply ML occur in all stag...

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Detalhes bibliográficos
Publicado no:Nat Rev Drug Discov
Main Authors: Vamathevan, Jessica, Clark, Dominic, Czodrowski, Paul, Dunham, Ian, Ferran, Edgardo, Lee, George, Li, Bin, Madabhushi, Anant, Shah, Parantu, Spitzer, Michaela, Zhao, Shanrong
Formato: Artigo
Idioma:Inglês
Publicado em: 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6552674/
https://ncbi.nlm.nih.gov/pubmed/30976107
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41573-019-0024-5
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