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