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Characterizing collaborative transcription regulation with a graph-based deep learning approach.

Human epigenome and transcription activities have been characterized by a number of sequence-based deep learning approaches which only utilize the DNA sequences. However, transcription factors interact with each other, and their collaborative regulatory activities go beyond the linear DNA sequence....

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Detalhes bibliográficos
Principais autores: Zhenhao Zhang, Fan Feng, Jie Liu
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science (PLoS) 2022-06-01
coleção:PLoS Computational Biology
Acesso em linha:https://doi.org/10.1371/journal.pcbi.1010162
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