Author

Fred J. Sigworth

Yale UniversityORCID 0000-0002-7178-8494Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Bioinformatics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:benchmarking· 1 Assay:electronic health records· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Christopher J. F. CameroniD· 1 shared Hemant D. TagareiD· 1 shared Mark GersteiniD· 1 shared Sebastian JH SeageriD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 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 paperBioinformatics

Christopher J. F. CameronORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

BioinformaticsCommunications BiologyPeer-reviewedOct 31, 2024

REPIC -- an ensemble learning methodology for cryo-EM particle picking

Christopher J. F. Cameron, Sebastian JH Seager, Fred J. Sigworth…·Mark Gerstein

REPIC uses ensemble learning to identify high-quality cryo-EM particles by consensus, reducing manual effort and improving consistency across different pickers.

6 citations

electronic health recordsmachine learning (classical)

𝕏 PostBluesky