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A multi-task convolutional deep neural network for variant calling in single molecule sequencing

The accurate identification of DNA sequence variants is an important, but challenging task in genomics. It is particularly difficult for single molecule sequencing, which has a per-nucleotide error rate of ~5–15%. Meeting this demand, we developed Clairvoyante, a multi-task five-layer convolutional...

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Pubblicato in:Nat Commun
Autori principali: Luo, Ruibang, Sedlazeck, Fritz J., Lam, Tak-Wah, Schatz, Michael C.
Natura: Artigo
Lingua:Inglês
Pubblicazione: Nature Publishing Group UK 2019
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC6397153/
https://ncbi.nlm.nih.gov/pubmed/30824707
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41467-019-09025-z
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