Author

Michael Brown

Pacific Biosciences (United States)ORCID 0000-0002-9102-7457Unclaimed ORCID profile · follow to get notified of new preprints

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Michael Brown1 paper

Biology Disciplines

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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 Joyjit Daw· 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

Improving long-read consensus sequencing accuracy with deep learning

Avantika Lal, Michael Brown, Rahul R. Mohan, Joyjit Daw, James P. Drake, 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.

bioRxiv · Jun 28, 2021 · PreprintGenomics