NanoReviser: An Error-Correction Tool for Nanopore Sequencing Based on a Deep Learning Algorithm

NanoReviser: An Error-Correction Tool for Nanopore Sequencing Based on a Deep Learning Algorithm

Nanopore sequencing is regarded as one of the most promising third-generation sequencing (TGS) technologies. Since 2014, Oxford Nanopore Technologies (ONT) has developed a series of devices based on nanopore sequencing to produce very long reads, with an expected impact on genomics. However, the nan...

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Bibliographic Details
Main Authors: Luotong Wang, Li Qu, Longshu Yang, Yiying Wang, Huaiqiu Zhu
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-08-01
Series:Frontiers in Genetics
Subjects:
nanopore sequencing
deep learning
sequencing revising
convolution neural network
long short-term memory networks
DNA methylation
Online Access:https://www.frontiersin.org/article/10.3389/fgene.2020.00900/full

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https://www.frontiersin.org/article/10.3389/fgene.2020.00900/full

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