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Interpretation of deep learning in genomics and epigenomics

Machine learning methods have been widely applied to big data analysis in genomics and epigenomics research. Although accuracy and efficiency are common goals in many modeling tasks, model interpretability is especially important to these studies towards understanding the underlying molecular and ce...

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Detalles Bibliográficos
Autores principales: Talukder, Amlan, Barham, Clayton, Li, Xiaoman, Hu, Haiyan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8138893/
https://www.ncbi.nlm.nih.gov/pubmed/34020542
http://dx.doi.org/10.1093/bib/bbaa177