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Generating property-matched decoy molecules using deep learning

MOTIVATION: An essential step in the development of virtual screening methods is the use of established sets of actives and decoys for benchmarking and training. However, the decoy molecules in commonly used sets are biased meaning that methods often exploit these biases to separate actives and deco...

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Detalles Bibliográficos
Autores principales: Imrie, Fergus, Bradley, Anthony R, Deane, Charlotte M
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8352508/
https://www.ncbi.nlm.nih.gov/pubmed/33532838
http://dx.doi.org/10.1093/bioinformatics/btab080