AI-derived left-to-right cardiac chamber volume ratios in coronary artery calcium scans strongly predict heart failure

By afschroeder • March 27, 2026

Naghavi M, Mirjalili SR, Atlas K, Reeves AP, Zhang C, Wasserthal J, Azimi A, Hashemi A, Mozafarybazargany M, Atlas T, Henschke CI, Yankelevitz DF, Zulueta JJ, Mechanick JI, Branch AD, Yip R, Roy SK, Nasir K, Fayad Z, McConnell MV, Kakadiaris IA, Rana JS, Vliegenthart R, Maron DJ, Narula J, Williams K Sr, Shah PK, Budoff MJ, Levy D, Mehran R, Kloner RA, Wong ND. AI-derived left-to-right cardiac chamber volume ratios in coronary artery calcium scans strongly predict heart failure. Eur Heart J Cardiovasc Imaging. 2026 Mar 27;27(4):791-802. doi: 10.1093/ehjci/jeag027. PMID: 41591983; PMCID: PMC13021276.

Tags: Artificial intelligence, Cardiology/Epi, cardiovascular disease, Cedars Sinai DoM, Computed tomography, Harbor UCLA, heart atria, heart ventricle, Publications

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