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Evaluation of categorical matrix completion algorithms: toward improved active learning for drug discovery

MOTIVATION: High throughput and high content screening are extensively used to determine the effect of small molecule compounds and other potential therapeutics upon particular targets as part of the early drug development process. However, screening is typically used to find compounds that have a d...

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Detalles Bibliográficos
Autores principales: Sun, Huangqingbo, Murphy, Robert F
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8545350/
https://www.ncbi.nlm.nih.gov/pubmed/33983377
http://dx.doi.org/10.1093/bioinformatics/btab322