Author

James P. Drake

Pacific Biosciences (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

Click to filter author papers

Genomics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

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

Frequent Co-Authors

Avantika LaliD· 1 shared Johnny IsraeliiD· 1 shared Joyjit Daw· 1 shared Michael BrowniD· 1 shared Rahul R. MohaniD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperGenomics

Avantika LalORCID

Mutual co-authors in cluster

Author profile →

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