Machine Learning in Drug Discovery and Development Part 1: A Primer

Artificial intelligence, in particular machine learning (ML), has emerged as a key promising pillar to overcome the high failure rate in drug development. Here, we present a primer on the ML algorithms most commonly used in drug discovery and development. We also list possible data sources, describe...

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Detalhes bibliográficos
Publicado no:CPT Pharmacometrics Syst Pharmacol
Main Authors: Talevi, Alan, Morales, Juan Francisco, Hather, Gregory, Podichetty, Jagdeep T., Kim, Sarah, Bloomingdale, Peter C., Kim, Samuel, Burton, Jackson, Brown, Joshua D., Winterstein, Almut G., Schmidt, Stephan, White, Jensen Kael, Conrado, Daniela J.
Formato: Artigo
Idioma:Inglês
Publicado em: John Wiley and Sons Inc. 2020
Assuntos:
Tutorial
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7080529/
https://ncbi.nlm.nih.gov/pubmed/31905263
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/psp4.12491
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