Artificial Intelligence-Based Feature Analysis of Pulmonary Vein Morphology on Computed Tomography Scans and Risk of Atrial Fibrillation Recurrence After Catheter Ablation: A Multi-Site Study.

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Title: Artificial Intelligence-Based Feature Analysis of Pulmonary Vein Morphology on Computed Tomography Scans and Risk of Atrial Fibrillation Recurrence After Catheter Ablation: A Multi-Site Study.
Authors: Asaeikheybari G; Department of Electrical, Computer and Systems Engineering, School of Engineering, Case Western Reserve University, Cleveland, OH (G.A.)., El-Harasis M; Division of Cardiovascular Medicine, Vanderbilt University School of Medicine, Nashville, TN (M.E.-H., M.B.S., B.V.)., Gupta A; Department of Radiology, University Hospitals Cleveland Medical Center, Cleveland, OH (A.G.)., Shoemaker MB; Division of Cardiovascular Medicine, Vanderbilt University School of Medicine, Nashville, TN (M.E.-H., M.B.S., B.V.)., Barnard J; Department of Quantitative and Health Sciences (J.B., H.S.), Lerner Research Institute., Hunter J; Case Western Reserve University School of Medicine, Cleveland, OH (J.H., K.P.)., Passman RS; Northwestern University, Chicago, IL (R.S.P.)., Sun H; Department of Quantitative and Health Sciences (J.B., H.S.), Lerner Research Institute., Kim HS; Department of Cardiovascular and Metabolic Sciences (H.S.K., T.S., W.T., B.E., S.Y.W., D.R.V.W., M.K.C.), Lerner Research Institute., Schilling T; Department of Cardiovascular and Metabolic Sciences (H.S.K., T.S., W.T., B.E., S.Y.W., D.R.V.W., M.K.C.), Lerner Research Institute., Telfer W; Department of Cardiovascular and Metabolic Sciences (H.S.K., T.S., W.T., B.E., S.Y.W., D.R.V.W., M.K.C.), Lerner Research Institute., Eldridge B; Department of Cardiovascular and Metabolic Sciences (H.S.K., T.S., W.T., B.E., S.Y.W., D.R.V.W., M.K.C.), Lerner Research Institute., Chen PH; Department of Diagnostic Radiology, Imaging Institute, Cleveland, OH (P.-H.C.)., Midya A; Wallace H. Coulter Department of Biomedical Engineering, Emory University and Georgia Institute of Technology, Atlanta, GA (A. Midya, A. Madabhushi)., Varghese B; Division of Cardiovascular Medicine, Vanderbilt University School of Medicine, Nashville, TN (M.E.-H., M.B.S., B.V.)., Harwood SJ; Cleveland Clinic Lerner College of Medicine of Case Western Reserve University (S.J.H., A.I., D.R.V.W., M.K.C.)., Jin A; Case Western Reserve University School of Medicine, Cleveland, OH (A.J.)., Wass SY; Department of Cardiovascular and Metabolic Sciences (H.S.K., T.S., W.T., B.E., S.Y.W., D.R.V.W., M.K.C.), Lerner Research Institute.; Department of Cardiovascular Medicine, Heart, Vascular, and Thoracic Institute, Cleveland Clinic, OH (S.Y.W., M.K.C.)., Izda A; Cleveland Clinic Lerner College of Medicine of Case Western Reserve University (S.J.H., A.I., D.R.V.W., M.K.C.)., Park K; Case Western Reserve University School of Medicine, Cleveland, OH (J.H., K.P.)., Abraham A; Northeast Ohio Medical University, Rootstown (A.A.)., Van Wagoner DR; Department of Cardiovascular and Metabolic Sciences (H.S.K., T.S., W.T., B.E., S.Y.W., D.R.V.W., M.K.C.), Lerner Research Institute.; Cleveland Clinic Lerner College of Medicine of Case Western Reserve University (S.J.H., A.I., D.R.V.W., M.K.C.)., Tandon A; Cleveland Clinic Children's Center for Artificial Intelligence (C4AI), Department of Heart, Vascular, and Thoracic, Children's Institute, Cleveland Clinic Children's (A.T.).; Department of Pediatrics, Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland (A.T.)., Chung MK; Department of Cardiovascular and Metabolic Sciences (H.S.K., T.S., W.T., B.E., S.Y.W., D.R.V.W., M.K.C.), Lerner Research Institute.; Department of Cardiovascular Medicine, Heart, Vascular, and Thoracic Institute, Cleveland Clinic, OH (S.Y.W., M.K.C.).; Cleveland Clinic Lerner College of Medicine of Case Western Reserve University (S.J.H., A.I., D.R.V.W., M.K.C.)., Madabhushi A; Wallace H. Coulter Department of Biomedical Engineering, Emory University and Georgia Institute of Technology, Atlanta, GA (A. Midya, A. Madabhushi).; Northeast Ohio Medical University, Rootstown (A.A.).
Source: Circulation. Arrhythmia and electrophysiology [Circ Arrhythm Electrophysiol] 2024 Dec; Vol. 17 (12), pp. e012679. Date of Electronic Publication: 2024 Dec 03.
Publication Type: Journal Article; Multicenter Study
Journal Info: Publisher: Lippincott Williams & Wilkins Country of Publication: United States NLM ID: 101474365 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1941-3084 (Electronic) Linking ISSN: 19413084 NLM ISO Abbreviation: Circ Arrhythm Electrophysiol Subsets: MEDLINE
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  Data: Artificial Intelligence-Based Feature Analysis of Pulmonary Vein Morphology on Computed Tomography Scans and Risk of Atrial Fibrillation Recurrence After Catheter Ablation: A Multi-Site Study.
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Coulter Department of Biomedical Engineering, Emory University and Georgia Institute of Technology, Atlanta, GA (A. Midya, A. Madabhushi).; Northeast Ohio Medical University, Rootstown (A.A.).
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