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AI-Derived LA Volume Index, LA/RA and LA/LV Volume Ratios From Coronary Artery Calcium Scans Predict Long-Term Atrial Fibrillation and Stroke.

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Title: AI-Derived LA Volume Index, LA/RA and LA/LV Volume Ratios From Coronary Artery Calcium Scans Predict Long-Term Atrial Fibrillation and Stroke.
Authors: Azimi A; HeartLung.AI, Houston, TX (A.A., K.A., C.Z., S.R.M., M.M., A.H., M.N.)., Atlas K; HeartLung.AI, Houston, TX (A.A., K.A., C.Z., S.R.M., M.M., A.H., M.N.)., Reeves AP; Department of Electrical and Computer Engineering, Cornell University, Ithaca, NY (A.P.R.)., Zhang C; HeartLung.AI, Houston, TX (A.A., K.A., C.Z., S.R.M., M.M., A.H., M.N.)., Wasserthal J; Clinic of Radiology and Nuclear Medicine, University Hospital Basel, Switzerland (J.W.)., Mirjalili SR; HeartLung.AI, Houston, TX (A.A., K.A., C.Z., S.R.M., M.M., A.H., M.N.)., Mozafarybazargany M; HeartLung.AI, Houston, TX (A.A., K.A., C.Z., S.R.M., M.M., A.H., M.N.)., Hashemi A; HeartLung.AI, Houston, TX (A.A., K.A., C.Z., S.R.M., M.M., A.H., M.N.)., Atlas T; Tustin Teleradiology, CA (T.A.)., Henschke CI; Department of Diagnostic, Molecular, and Interventional Radiology (C.I.H., D.F.Y.), Icahn School of Medicine at Mount Sinai, NY., Yankelevitz DF; Department of Diagnostic, Molecular, and Interventional Radiology (C.I.H., D.F.Y.), Icahn School of Medicine at Mount Sinai, NY., Zulueta JJ; Pulmonary, Critical Care and Sleep Medicine, Mount Sinai Morningside Hospital, NY (J.J.Z.)., Branch AD; Department of Medicine (A.D.B., R.M.), Icahn School of Medicine at Mount Sinai, NY., Roy SK; The Lundquist Institute, CA (S.K.R., M.J.B.)., Nasir K; Houston Methodist Hospital, TX (K.N.)., Molloi S; Department of Radiology, University of California, Irvine, CA (S.M.)., Rana JS; Division of Cardiology, Kaiser Permanente Oakland Medical Center, California (J.S.R.)., Fayad ZA; BioMedical Engineering and Imaging Institute. Icahn School of Medicine at Mount Sinai, NY (Z.A.F.)., McConnell MV; Stanford Prevention Research Center, Stanford University School of Medicine, CA (M.V.M.C., D.J.M.)., Abela GS; Division of Cardiology, Michigan State University, East Lansing (G.S.A.)., Vliegenthart R; Department of Radiology, University Medical Center Groningen, the Netherlands (R.V.)., Maron DJ; Stanford Prevention Research Center, Stanford University School of Medicine, CA (M.V.M.C., D.J.M.)., Narula J; University of Houston, TX (J.N.)., Williams KA Sr; University of Louisville, KY (K.A.W.)., Shah PK; Cedars-Sinai Medical Center, Los Angeles, CA (P.K.S.)., Budoff MJ; The Lundquist Institute, CA (S.K.R., M.J.B.)., Benjamin EJ; Boston Medical Center and Boston University Chobanian & Avedisian School of Medicine and School of Public Health, MA (E.J.B.)., Mehran R; Department of Medicine (A.D.B., R.M.), Icahn School of Medicine at Mount Sinai, NY., Kloner RA; Huntington Medical Research Institutes, Pasadena, CA (R.A.K.).; Keck School of Medicine of the University of Southern California, Los Angeles (R.A.K.)., Wong ND; Heart Disease Prevention Program, Mary and Steve Wen Cardiovascular Division, University of California, Irvine (N.D.W.)., Naghavi M; HeartLung.AI, Houston, TX (A.A., K.A., C.Z., S.R.M., M.M., A.H., M.N.).
Source: Stroke [Stroke] 2026 Jun; Vol. 57 (6), pp. 1586-1601. Date of Electronic Publication: 2026 Apr 08.
Publication Type: Journal Article
Journal Info: Publisher: Lippincott Williams & Wilkins Country of Publication: United States NLM ID: 0235266 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1524-4628 (Electronic) Linking ISSN: 00392499 NLM ISO Abbreviation: Stroke Subsets: MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Azimi+A%22">Azimi A</searchLink>; HeartLung.AI, Houston, TX (A.A., K.A., C.Z., S.R.M., M.M., A.H., M.N.).<br /><searchLink fieldCode="AU" term="%22Atlas+K%22">Atlas K</searchLink>; HeartLung.AI, Houston, TX (A.A., K.A., C.Z., S.R.M., M.M., A.H., M.N.).<br /><searchLink fieldCode="AU" term="%22Reeves+AP%22">Reeves AP</searchLink>; Department of Electrical and Computer Engineering, Cornell University, Ithaca, NY (A.P.R.).<br /><searchLink fieldCode="AU" term="%22Zhang+C%22">Zhang C</searchLink>; HeartLung.AI, Houston, TX (A.A., K.A., C.Z., S.R.M., M.M., A.H., M.N.).<br /><searchLink fieldCode="AU" term="%22Wasserthal+J%22">Wasserthal J</searchLink>; Clinic of Radiology and Nuclear Medicine, University Hospital Basel, Switzerland (J.W.).<br /><searchLink fieldCode="AU" term="%22Mirjalili+SR%22">Mirjalili SR</searchLink>; HeartLung.AI, Houston, TX (A.A., K.A., C.Z., S.R.M., M.M., A.H., M.N.).<br /><searchLink fieldCode="AU" term="%22Mozafarybazargany+M%22">Mozafarybazargany M</searchLink>; HeartLung.AI, Houston, TX (A.A., K.A., C.Z., S.R.M., M.M., A.H., M.N.).<br /><searchLink fieldCode="AU" term="%22Hashemi+A%22">Hashemi A</searchLink>; HeartLung.AI, Houston, TX (A.A., K.A., C.Z., S.R.M., M.M., A.H., M.N.).<br /><searchLink fieldCode="AU" term="%22Atlas+T%22">Atlas T</searchLink>; Tustin Teleradiology, CA (T.A.).<br /><searchLink fieldCode="AU" term="%22Henschke+CI%22">Henschke CI</searchLink>; Department of Diagnostic, Molecular, and Interventional Radiology (C.I.H., D.F.Y.), Icahn School of Medicine at Mount Sinai, NY.<br /><searchLink fieldCode="AU" term="%22Yankelevitz+DF%22">Yankelevitz DF</searchLink>; Department of Diagnostic, Molecular, and Interventional Radiology (C.I.H., D.F.Y.), Icahn School of Medicine at Mount Sinai, NY.<br /><searchLink fieldCode="AU" term="%22Zulueta+JJ%22">Zulueta JJ</searchLink>; Pulmonary, Critical Care and Sleep Medicine, Mount Sinai Morningside Hospital, NY (J.J.Z.).<br /><searchLink fieldCode="AU" term="%22Branch+AD%22">Branch AD</searchLink>; Department of Medicine (A.D.B., R.M.), Icahn School of Medicine at Mount Sinai, NY.<br /><searchLink fieldCode="AU" term="%22Roy+SK%22">Roy SK</searchLink>; The Lundquist Institute, CA (S.K.R., M.J.B.).<br /><searchLink fieldCode="AU" term="%22Nasir+K%22">Nasir K</searchLink>; Houston Methodist Hospital, TX (K.N.).<br /><searchLink fieldCode="AU" term="%22Molloi+S%22">Molloi S</searchLink>; Department of Radiology, University of California, Irvine, CA (S.M.).<br /><searchLink fieldCode="AU" term="%22Rana+JS%22">Rana JS</searchLink>; Division of Cardiology, Kaiser Permanente Oakland Medical Center, California (J.S.R.).<br /><searchLink fieldCode="AU" term="%22Fayad+ZA%22">Fayad ZA</searchLink>; BioMedical Engineering and Imaging Institute. Icahn School of Medicine at Mount Sinai, NY (Z.A.F.).<br /><searchLink fieldCode="AU" term="%22McConnell+MV%22">McConnell MV</searchLink>; Stanford Prevention Research Center, Stanford University School of Medicine, CA (M.V.M.C., D.J.M.).<br /><searchLink fieldCode="AU" term="%22Abela+GS%22">Abela GS</searchLink>; Division of Cardiology, Michigan State University, East Lansing (G.S.A.).<br /><searchLink fieldCode="AU" term="%22Vliegenthart+R%22">Vliegenthart R</searchLink>; Department of Radiology, University Medical Center Groningen, the Netherlands (R.V.).<br /><searchLink fieldCode="AU" term="%22Maron+DJ%22">Maron DJ</searchLink>; Stanford Prevention Research Center, Stanford University School of Medicine, CA (M.V.M.C., D.J.M.).<br /><searchLink fieldCode="AU" term="%22Narula+J%22">Narula J</searchLink>; University of Houston, TX (J.N.).<br /><searchLink fieldCode="AU" term="%22Williams+KA+Sr%22">Williams KA Sr</searchLink>; University of Louisville, KY (K.A.W.).<br /><searchLink fieldCode="AU" term="%22Shah+PK%22">Shah PK</searchLink>; Cedars-Sinai Medical Center, Los Angeles, CA (P.K.S.).<br /><searchLink fieldCode="AU" term="%22Budoff+MJ%22">Budoff MJ</searchLink>; The Lundquist Institute, CA (S.K.R., M.J.B.).<br /><searchLink fieldCode="AU" term="%22Benjamin+EJ%22">Benjamin EJ</searchLink>; Boston Medical Center and Boston University Chobanian & Avedisian School of Medicine and School of Public Health, MA (E.J.B.).<br /><searchLink fieldCode="AU" term="%22Mehran+R%22">Mehran R</searchLink>; Department of Medicine (A.D.B., R.M.), Icahn School of Medicine at Mount Sinai, NY.<br /><searchLink fieldCode="AU" term="%22Kloner+RA%22">Kloner RA</searchLink>; Huntington Medical Research Institutes, Pasadena, CA (R.A.K.).; Keck School of Medicine of the University of Southern California, Los Angeles (R.A.K.).<br /><searchLink fieldCode="AU" term="%22Wong+ND%22">Wong ND</searchLink>; Heart Disease Prevention Program, Mary and Steve Wen Cardiovascular Division, University of California, Irvine (N.D.W.).<br /><searchLink fieldCode="AU" term="%22Naghavi+M%22">Naghavi M</searchLink>; HeartLung.AI, Houston, TX (A.A., K.A., C.Z., S.R.M., M.M., A.H., M.N.).
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        Value: 10.1161/STROKEAHA.125.053401
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              Text: 2026 Jun
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