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AI-derived left-to-right cardiac chamber volume ratios in coronary artery calcium scans strongly predict heart failure.
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. Naghavi M, et al. Eur Heart J Cardiovasc Imaging. 2026 Mar 27;27(4):791-802. doi: 10.1093/ehjci/jeag027. Eur Heart J Cardiovasc Imaging. 2026. PMID: 41591983
AI-Derived LA Volume Index, LA/RA and LA/LV Volume Ratios From Coronary Artery Calcium Scans Predict Long-Term Atrial Fibrillation and Stroke.
Azimi A, Atlas K, Reeves AP, Zhang C, Wasserthal J, Mirjalili SR, Mozafarybazargany M, Hashemi A, Atlas T, Henschke CI, Yankelevitz DF, Zulueta JJ, Branch AD, Roy SK, Nasir K, Molloi S, Rana JS, Fayad ZA, McConnell MV, Abela GS, Vliegenthart R, Maron DJ, Narula J, Williams KA Sr, Shah PK, Budoff MJ, Benjamin EJ, Mehran R, Kloner RA, Wong ND, Naghavi M. Azimi A, et al. Stroke. 2026 Apr 8:10.1161/STROKEAHA.125.053401. doi: 10.1161/STROKEAHA.125.053401. Online ahead of print. Stroke. 2026. PMID: 41948813 Free PMC article.