Rapidly adaptable automated interpretation of point-of-care COVID-19 diagnostics.
Siddarth ArumugamJiawei MaUzay MacarGuangxing HanKathrine McAulayDarrell IngramAlex YingHarshit Harpaldas ChellaniTerry L ChernKenta ReillyDavid A M ColburnRobert StanciuCraig DuffyAshley WilliamsThomas E GrysShih-Fu ChangSamuel K SiaPublished in: Communications medicine (2023)
The study demonstrates how rapid domain adaptation in machine learning can provide quality assurance, linkage to care, and public health tracking for untrained users across diverse POC diagnostic tests.