Real-World Molecular Out-Of-Distribution: Specification and Investigation.


Journal

Journal of chemical information and modeling
ISSN: 1549-960X
Titre abrégé: J Chem Inf Model
Pays: United States
ID NLM: 101230060

Informations de publication

Date de publication:
01 Feb 2024
Historique:
medline: 1 2 2024
pubmed: 1 2 2024
entrez: 1 2 2024
Statut: aheadofprint

Résumé

This study presents a rigorous framework for investigating molecular out-of-distribution (MOOD) generalization in drug discovery. The concept of MOOD is first clarified through a

Identifiants

pubmed: 38300258
doi: 10.1021/acs.jcim.3c01774
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Auteurs

Prudencio Tossou (P)

Valence Labs, Montréal, Québec H2S3G9, Canada.
Department of Computer Science and Software Engineering, Université Laval, Montréal, Québec G1 V 0A6, Canada.

Cas Wognum (C)

Valence Labs, Montréal, Québec H2S3G9, Canada.

Michael Craig (M)

Valence Labs, Montréal, Québec H2S3G9, Canada.

Hadrien Mary (H)

Valence Labs, Montréal, Québec H2S3G9, Canada.

Emmanuel Noutahi (E)

Valence Labs, Montréal, Québec H2S3G9, Canada.

Classifications MeSH