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This paper is in the following e-collection/theme issue:

Early Results from COVID-19 Studies (454) Decision Support for Health Professionals (2137) Imaging Informatics (448) Outbreak and Pandemic Preparedness and Management (1955) Theme Issue: Medical Informatics and COVID-19 (171) Computer-Aided Diagnosis (409)

Published on in Vol 10 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/87705, first published .
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A 3-Tier AI Model for COVID-19 Triage Using Pharyngeal Images: Algorithm Development and Validation

A 3-Tier AI Model for COVID-19 Triage Using Pharyngeal Images: Algorithm Development and Validation

Authors of this article:

Sho Okiyama1, 2 Author Orcid Image ;   Tomonori Aoki3 Author Orcid Image ;   Memori Fukuda2 Author Orcid Image ;   Yuji Ariyasu2 Author Orcid Image ;   Saho Kameyama2 Author Orcid Image
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Sho Okiyama   1, 2 , MD ;   Tomonori Aoki   3 , MD, PhD ;   Memori Fukuda   2 , MD, MPH ;   Yuji Ariyasu   2 ;   Saho Kameyama   2 , PhD

1 Department of Digital Health, Institute of Medicine, University of Tsukuba, Ibaraki, Japan

2 Aillis, Inc, Tokyo, Japan

3 Flinders Health and Medical Research Institute, College of Medicine and Public Health, Flinders University, Adelaide, Bedford Park, SA, Australia

Corresponding Author: