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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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Detalles Bibliográficos
Autores principales: Zhang, Zhenhao, Feng, Fan, Liu, Jie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9203014/
https://www.ncbi.nlm.nih.gov/pubmed/35666736
http://dx.doi.org/10.1371/journal.pcbi.1010162