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Contrastive learning in protein language space predicts interactions between drugs and protein targets

Sequence-based prediction of drug–target interactions has the potential to accelerate drug discovery by complementing experimental screens. Such computational prediction needs to be generalizable and scalable while remaining sensitive to subtle variations in the inputs. However, current computationa...

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Detalles Bibliográficos
Autores principales: Singh, Rohit, Sledzieski, Samuel, Bryson, Bryan, Cowen, Lenore, Berger, Bonnie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: National Academy of Sciences 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10268324/
https://www.ncbi.nlm.nih.gov/pubmed/37289807
http://dx.doi.org/10.1073/pnas.2220778120