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The Impact of Data on Structure-Based Binding Affinity Predictions Using Deep Neural Networks

Artificial intelligence (AI) has gained significant traction in the field of drug discovery, with deep learning (DL) algorithms playing a crucial role in predicting protein–ligand binding affinities. Despite advancements in neural network architectures, system representation, and training techniques...

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Detalles Bibliográficos
Autores principales: Libouban, Pierre-Yves, Aci-Sèche, Samia, Gómez-Tamayo, Jose Carlos, Tresadern, Gary, Bonnet, Pascal
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10671244/
https://www.ncbi.nlm.nih.gov/pubmed/38003312
http://dx.doi.org/10.3390/ijms242216120