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On the Best Way to Cluster NCI-60 Molecules

Machine learning-based models have been widely used in the early drug-design pipeline. To validate these models, cross-validation strategies have been employed, including those using clustering of molecules in terms of their chemical structures. However, the poor clustering of compounds will comprom...

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Detalles Bibliográficos
Autores principales: Hernández-Hernández, Saiveth, Ballester, Pedro J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10046274/
https://www.ncbi.nlm.nih.gov/pubmed/36979433
http://dx.doi.org/10.3390/biom13030498