A universal SNP and small-indel variant caller using deep neural networks
A universal SNP and small-indel variant caller using deep neural networks
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Publisher
New York: Nature Publishing Group US
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Language
English
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Publisher
New York: Nature Publishing Group US
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Contents
DeepVariant uses convolutional neural networks to improve the accuracy of variant calling.
Despite rapid advances in sequencing technologies, accurately calling genetic variants present in an individual genome from billions of short, errorful sequence reads remains challenging. Here we show that a deep convolutional neural network can call genet...
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Full title
A universal SNP and small-indel variant caller using deep neural networks
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TN_cdi_proquest_miscellaneous_2111741191
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_miscellaneous_2111741191
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ISSN
1087-0156
E-ISSN
1546-1696
DOI
10.1038/nbt.4235
