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Generating 3D molecules conditional on receptor binding sites with deep generative models

The goal of structure-based drug discovery is to find small molecules that bind to a given target protein. Deep learning has been used to generate drug-like molecules with certain cheminformatic properties, but has not yet been applied to generating 3D molecules predicted to bind to proteins by samp...

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Detalles Bibliográficos
Autores principales: Ragoza, Matthew, Masuda, Tomohide, Koes, David Ryan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society of Chemistry 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8890264/
https://www.ncbi.nlm.nih.gov/pubmed/35356675
http://dx.doi.org/10.1039/d1sc05976a