Prediction of Type 2 Diabetes Mellitus From Chest X-Rays Using a Suite of Previously Developed Chronic Disease Deep Learning Models in an Ethnically Diverse Cohort: Observational Study

Pola Lydia Lagari   ^{1 *} , BS, MS, PhD ;   Awais Farooq   ^{2 *} , BS, MHA, MD ;   Brian Thomas Layden   ^{1 *} , BS, MD, PhD ;   Ayis Pyrros   ^{3, 4 *} , BA, MD ;   William Galanter   ^{1 *} , BS, MS, MD, PhD

¹ Department of Medicine, University of Illinois Chicago, Chicago, IL, United States

² Medical University of South Carolina, Charleston, SC, SC, United States

³ Duly Health and Care, Department of Radiology, Downers Grove, IL, Chicago, IL, United States

⁴ Department of Biomedical and Health Information Sciences, University of Illinois Chicago, Chicago, IL, United States

*all authors contributed equally