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Persistent spectral–based machine learning (PerSpect ML) for protein-ligand binding affinity prediction

Molecular descriptors are essential to not only quantitative structure-activity relationship (QSAR) models but also machine learning–based material, chemical, and biological data analysis. Here, we propose persistent spectral–based machine learning (PerSpect ML) models for drug design. Different fro...

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Detalles Bibliográficos
Autores principales: Meng, Zhenyu, Xia, Kelin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Association for the Advancement of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8104863/
https://www.ncbi.nlm.nih.gov/pubmed/33962954
http://dx.doi.org/10.1126/sciadv.abc5329