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An automated framework for evaluation of deep learning models for splice site predictions

A novel framework for the automated evaluation of various deep learning-based splice site detectors is presented. The framework eliminates time-consuming development and experimenting activities for different codebases, architectures, and configurations to obtain the best models for a given RNA spli...

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Detalles Bibliográficos
Autores principales: Zabardast, Amin, Tamer, Elif Güney, Son, Yeşim Aydın, Yılmaz, Arif
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10290104/
https://www.ncbi.nlm.nih.gov/pubmed/37353532
http://dx.doi.org/10.1038/s41598-023-34795-4