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Classifying Promoters by Interpreting the Hidden Information of DNA Sequences via Deep Learning and Combination of Continuous FastText N-Grams

A promoter is a short region of DNA (100–1,000 bp) where transcription of a gene by RNA polymerase begins. It is typically located directly upstream or at the 5′ end of the transcription initiation site. DNA promoter has been proven to be the primary cause of many human diseases, especially diabetes...

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Detalles Bibliográficos
Autores principales: Le, Nguyen Quoc Khanh, Yapp, Edward Kien Yee, Nagasundaram, N., Yeh, Hui-Yuan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6848157/
https://www.ncbi.nlm.nih.gov/pubmed/31750297
http://dx.doi.org/10.3389/fbioe.2019.00305