Best practices for artificial intelligence in life sciences research.

Artificial Intelligence Biotechnology / methods Humans Machine Learning Research Design Technology, Pharmaceutical / methods

Journal

Drug discovery today
ISSN: 1878-5832
Titre abrégé: Drug Discov Today
Pays: England
ID NLM: 9604391

Informations de publication

Date de publication:
05 2021
Historique:
received: 24 04 2020
revised: 19 07 2020
accepted: 18 01 2021
pubmed: 26 1 2021
medline: 19 1 2022
entrez: 25 1 2021
Statut: ppublish

Résumé

We describe 11 best practices for the successful use of artificial intelligence and machine learning in pharmaceutical and biotechnology research at the data, technology and organizational management levels.

Identifiants

DOI: 10.1016/j.drudis.2021.01.017 PMID: 33493454
pubmed: 33493454
pii: S1359-6446(21)00047-7
doi: 10.1016/j.drudis.2021.01.017
pii:
doi:

Types de publication

Journal Article Review

Langues

eng

Sous-ensembles de citation

IM

Pagination

1107-1110

Informations de copyright

Copyright © 2021 Elsevier Ltd. All rights reserved.

Auteurs

Vladimir A Makarov (VA)

Pistoia Alliance, 401 Edgewater Place, Suite 600, Wakefield, MA 01880, USA. Electronic address: vladimir.makarov@pistoiaalliance.org.

Terry Stouch (T)

Science for Solutions, 6211 Kaitlyn Ct, Princeton Junction, NJ 08550-5354, USA.

Brandon Allgood (B)

Valo Health, 1501 Mariposa St, Suite 426 San Francisco, CA 94107, USA.

Chris D Willis (CD)

Bristol-Myers Squibb Company, P.O. Box 4000, Princeton, NJ 08543-4000, USA.

Nick Lynch (N)

Curlew Research, Alderley Park, Macclesfield, Cheshire, SK10 4TG, UK.

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Classifications MeSH

questionsmedicales.fr › Sciences de l'information › Méthodologies informatiques › Algorithmes › Intelligence artificielle › Best practices for artificial intelligence in...
questionsmedicales.fr › Technologie, industrie et agriculture › Technologie › Biotechnologie › Best practices for artificial intelligence in...
questionsmedicales.fr › Eucaryotes › Animaux › Chordés › Vertébrés › Mammifères › Eutheria › Primates › Haplorhini › Catarrhini › Hominidae › Humains › Best practices for artificial intelligence in...
questionsmedicales.fr › Sciences de l'information › Méthodologies informatiques › Algorithmes › Intelligence artificielle › Apprentissage machine › Best practices for artificial intelligence in...
questionsmedicales.fr › Disciplines des sciences naturelles › Science › Recherche › Plan de recherche › Best practices for artificial intelligence in...
questionsmedicales.fr › Technologie, industrie et agriculture › Technologie › Technologie pharmaceutique › Best practices for artificial intelligence in...