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Dynamic applicability domain (dAD): compound–target binding affinity estimates with local conformal prediction

MOTIVATION: Increasing efforts are being made in the field of machine learning to advance the learning of robust and accurate models from experimentally measured data and enable more efficient drug discovery processes. The prediction of binding affinity is one of the most frequent tasks of compound...

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Detalles Bibliográficos
Autores principales: Oršolić, Davor, Šmuc, Tomislav
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10457664/
https://www.ncbi.nlm.nih.gov/pubmed/37594752
http://dx.doi.org/10.1093/bioinformatics/btad465