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Layer-wise relevance propagation of InteractionNet explains protein–ligand interactions at the atom level

Development of deep-learning models for intermolecular noncovalent (NC) interactions between proteins and ligands has great potential in the chemical and pharmaceutical tasks, including structure–activity relationship and drug design. It still remains an open question how to convert the three-dimens...

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Detalles Bibliográficos
Autores principales: Cho, Hyeoncheol, Lee, Eok Kyun, Choi, Insung S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7713352/
https://www.ncbi.nlm.nih.gov/pubmed/33273642
http://dx.doi.org/10.1038/s41598-020-78169-6