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Learning Cell-Type-Specific Gene Regulation Mechanisms by Multi-Attention Based Deep Learning With Regulatory Latent Space

Epigenetic gene regulation is a major control mechanism of gene expression. Most existing methods for modeling control mechanisms of gene expression use only a single epigenetic marker and very few methods are successful in modeling complex mechanisms of gene regulations using multiple epigenetic ma...

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Detalles Bibliográficos
Autores principales: Kang, Minji, Lee, Sangseon, Lee, Dohoon, Kim, Sun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7561362/
https://www.ncbi.nlm.nih.gov/pubmed/33133123
http://dx.doi.org/10.3389/fgene.2020.00869