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Machine learning classification can reduce false positives in structure-based virtual screening

With the recent explosion in the size of libraries available for screening, virtual screening is positioned to assume a more prominent role in early drug discovery’s search for active chemical matter. In typical virtual screens, however, only about 12% of the top-scoring compounds actually show acti...

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Detalles Bibliográficos
Autores principales: Adeshina, Yusuf O., Deeds, Eric J., Karanicolas, John
Formato: Online Artículo Texto
Lenguaje:English
Publicado: National Academy of Sciences 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7414157/
https://www.ncbi.nlm.nih.gov/pubmed/32669436
http://dx.doi.org/10.1073/pnas.2000585117

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