Linking machine learning and biophysical structural features in drug discovery

IntroductionMachine learning methods were applied to analyze pharmacophore features derived from four protein-binding sites, aiming to identify key features associated with ligand-specific protein conformations.MethodsUsing molecular dynamics simulations, we generated an ensemble of protein conforma...

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Bibliographic Details
Main Authors: Armin Ahmadi, Shivangi Gupta, Vineetha Menon, Jerome Baudry
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-01-01
Series:Frontiers in Molecular Biosciences
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Online Access:https://www.frontiersin.org/articles/10.3389/fmolb.2024.1305272/full
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