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GPCR_LigandClassify.py; a rigorous machine learning classifier for GPCR targeting compounds

The current study describes the construction of various ligand-based machine learning models to be used for drug-repurposing against the family of G-Protein Coupled Receptors (GPCRs). In building these models, we collected > 500,000 data points, encompassing experimentally measured molecular asso...

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Detalles Bibliográficos
Autores principales: Ahmed, Marawan, Hasani, Horia Jalily, Kalyaanamoorthy, Subha, Barakat, Khaled
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8097070/
https://www.ncbi.nlm.nih.gov/pubmed/33947911
http://dx.doi.org/10.1038/s41598-021-88939-5