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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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Dettagli Bibliografici
Pubblicato in:Front Bioeng Biotechnol
Autori principali: Le, Nguyen Quoc Khanh, Yapp, Edward Kien Yee, Nagasundaram, N., Yeh, Hui-Yuan
Natura: Artigo
Lingua:Inglês
Pubblicazione: Frontiers Media S.A. 2019
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC6848157/
https://ncbi.nlm.nih.gov/pubmed/31750297
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fbioe.2019.00305
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