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A machine learning approach towards the prediction of protein–ligand binding affinity based on fundamental molecular properties

There is an exigency of transformation of the enormous amount of biological data available in various forms into some significant knowledge. We have tried to implement Machine Learning (ML) algorithm models on the protein–ligand binding affinity data already available to predict the binding affinity...

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Detalles Bibliográficos
Autores principales: Kundu, Indra, Paul, Goutam, Banerjee, Raja
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society of Chemistry 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9079328/
https://www.ncbi.nlm.nih.gov/pubmed/35539386
http://dx.doi.org/10.1039/c8ra00003d