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DeepBound: accurate identification of transcript boundaries via deep convolutional neural fields

MOTIVATION: Reconstructing the full-length expressed transcripts (a.k.a. the transcript assembly problem) from the short sequencing reads produced by RNA-seq protocol plays a central role in identifying novel genes and transcripts as well as in studying gene expressions and gene functions. A crucial...

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Vydáno v:Bioinformatics
Hlavní autoři: Shao, Mingfu, Ma, Jianzhu, Wang, Sheng
Médium: Artigo
Jazyk:Inglês
Vydáno: Oxford University Press 2017
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC5870651/
https://ncbi.nlm.nih.gov/pubmed/28881999
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/btx267
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