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Ligand-Receptor Interactions and Machine Learning in GCGR and GLP-1R Drug Discovery

The large amount of data that has been collected so far for G protein-coupled receptors requires machine learning (ML) approaches to fully exploit its potential. Our previous ML model based on gradient boosting used for prediction of drug affinity and selectivity for a receptor subtype was compared...

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Detalles Bibliográficos
Autores principales: Mizera, Mikołaj, Latek, Dorota
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8071054/
https://www.ncbi.nlm.nih.gov/pubmed/33920024
http://dx.doi.org/10.3390/ijms22084060