Author

Joyjit Daw

Nvidia (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

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Approach:deep learning· 1 Organism:E. coli· 1 Organism:human· 1 Assay:long-read sequencing· 1 Research Focus:variant calling· 1

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Avantika LaliD· 1 shared James P. Drake· 1 shared Johnny IsraeliiD· 1 shared Michael BrowniD· 1 shared Rahul R. MohaniD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperGenomics

Avantika LalORCID

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1 paper

Recent·Most cited

GenomicsbioRxivPreprintJun 28, 2021

Improving long-read consensus sequencing accuracy with deep learning

Avantika Lal, Michael Brown, Rahul R. Mohan…·Johnny Israeli

This paper trains deep learning models to reduce sequencing errors in PacBio HiFi reads, achieving 25-40% error reduction in human and E. coli genomes.

6 citations

humanE. coli

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