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Accelerating the Screening of Small Peptide Ligands by Combining Peptide-Protein Docking and Machine Learning
This research introduces a novel pipeline that couples machine learning (ML), and molecular docking for accelerating the process of small peptide ligand screening through the prediction of peptide-protein docking. Eight ML algorithms were analyzed for their potential. Notably, Light Gradient Boostin...
| Autores principales: | , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
MDPI
2023
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10419121/ https://www.ncbi.nlm.nih.gov/pubmed/37569520 http://dx.doi.org/10.3390/ijms241512144 |