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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Dettagli Bibliografici
Pubblicato in:CPT Pharmacometrics Syst Pharmacol
Autori principali: 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.
Natura: Artigo
Lingua:Inglês
Pubblicazione: John Wiley and Sons Inc. 2020
Soggetti:
Tutorial
Accesso online: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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