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Deep learning and virtual drug screening

Current drug development is still costly and slow given tremendous technological advancements in drug discovery and medicinal chemistry. Using machine learning (ML) to virtually screen compound libraries promises to fix this for generating drug leads more efficiently and accurately. Herein, we expla...

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Detalles Bibliográficos
Autores principales: Carpenter, Kristy A, Cohen, David S, Jarrell, Juliet T, Huang, Xudong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Future Science Ltd 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6563286/
https://www.ncbi.nlm.nih.gov/pubmed/30288997
http://dx.doi.org/10.4155/fmc-2018-0314