Heart failure and atrial fibrillation prediction from non-gated chest CT scans using AI-based cardiac chamber volumetry: an AI-CVD study within the multi-ethnic study of atherosclerosis (MESA)

By afschroeder • October 19, 2026

Mirjalili SR, Atlas K, Reeves AP, Zhang C, Wasserthal J, Azimi A, Hashemi A, Mozafarybazargany M, Ghaffari Jolfayi A, Atlas T, Henschke CI, Yankelevitz DF, Zulueta JJ, Fan W, Mechanick JI, Branch AD, Nasir K, Fayad Z, McConnell MV, Rana JS, Vliegenthart R, Maron DJ, Narula J, Budoff MJ, Mehran R, Williams KA Sr, Shah PK, Mechanic O, Agatston AS, Kloner RA, Wong ND, Naghavi M. Heart failure and atrial fibrillation prediction from non-gated chest CT scans using AI-based cardiac chamber volumetry: an AI-CVD study within the multi-ethnic study of atherosclerosis (MESA). Am J Prev Cardiol. 2026 Jul 5;31:101732. doi: 10.1016/j.ajpc.2026.101732. PMID: 42893186; PMCID: PMC13676062.

Tags: Artificial intelligence, atrium, Cardiology/Epi, cardiovascular disease, Computed tomography, Harbor UCLA, Publications, Ventricle

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