Author

Jack Burke-Gaffney

University of Calgary

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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Microbiology· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Biniyam Kahsay MezgeboiD· 1 shared Bogdan Iuliu IorgaiD· 1 shared Dylan R. PillaiiD· 1 shared Johann D D PitoutiD· 1 shared L. Ricardo Castellanos· 1 shared Matthew Ethan MacDonaldiD· 1 shared Ryan ChaffeeiD· 1 shared S. Ashraf· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 mutual co-author links

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1 shared paperMicrobiology

Biniyam Kahsay MezgeboORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

You Only Look Once (YOLO) Based Machine Learning Algorithm for Real-Time Detection of Loop-Mediated Isothermal Amplification (LAMP) Diagnostics

Biniyam Kahsay Mezgebo, Ryan Chaffee, L. Ricardo Castellanos, S. Ashraf, Jack Burke-Gaffney, Johann D D Pitout, Bogdan Iuliu Iorga, Matthew Ethan MacDonald, Dylan R. Pillai

This paper develops a YOLO-based algorithm to automate LAMP result classification, achieving high accuracy and precision in detecting positive and negative cases.

PLoS ONE · Feb 24, 2026Peer-reviewedMicrobiology