Author

Biniyam Kahsay Mezgebo

University of CalgaryORCID 0009-0000-6623-1109Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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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

Bogdan Iuliu IorgaiD· 1 shared Dylan R. PillaiiD· 1 shared Jack Burke-Gaffney· 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

Bogdan Iuliu IorgaORCID

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1 paper

Recent·Most cited

MicrobiologyPLoS ONEPeer-reviewedFeb 24, 2026

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…·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.

2 citations

imagingdeep learning

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