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V-Dock: Fast Generation of Novel Drug-like Molecules Using Machine-Learning-Based Docking Score and Molecular Optimization

We propose a computational workflow to design novel drug-like molecules by combining the global optimization of molecular properties and protein-ligand docking with machine learning. However, most existing methods depend heavily on experimental data, and many targets do not have sufficient data to t...

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Detalles Bibliográficos
Autores principales: Choi, Jieun, Lee, Juyong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8584000/
https://www.ncbi.nlm.nih.gov/pubmed/34769065
http://dx.doi.org/10.3390/ijms222111635