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DanQ: a hybrid convolutional and recurrent deep neural network for quantifying the function of DNA sequences

Modeling the properties and functions of DNA sequences is an important, but challenging task in the broad field of genomics. This task is particularly difficult for non-coding DNA, the vast majority of which is still poorly understood in terms of function. A powerful predictive model for the functio...

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Detalles Bibliográficos
Autores principales: Quang, Daniel, Xie, Xiaohui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4914104/
https://www.ncbi.nlm.nih.gov/pubmed/27084946
http://dx.doi.org/10.1093/nar/gkw226