Author

Sam S Gross

Verily Life Sciences LLC (United States)

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Genomics· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:variant calling· 1 Assay:whole-genome sequencing· 1

Frequent Co-Authors

Alexander Ku· 1 shared Cory Y. McLeaniD· 1 shared Dan Newburger· 1 shared David H. Alexander· 1 shared Jojo Dijamco· 1 shared Lizzie Dorfman· 1 shared Mark A. DePristoiD· 1 shared Nam Nguyen· 1 shared

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2018-2018 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperGenomics

Alexander Ku

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1 paper

Recent·Most cited

GenomicsNature BiotechnologyPeer-reviewedSep 24, 2018

Creating a universal SNP and small indel variant caller with deep neural networks

Ryan E. Poplin, Pi-Chuan Chang, David H. Alexander…·Mark A. DePristo

A convolutional network on read-pileup images outperforms hand-built statistical variant callers, won an FDA challenge award for SNPs, learns new sequencing technologies and generalizes to other mammals.

1,831 citationstop 1%

whole-genome sequencingdeep learning

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