New Radiomic Markers of Pulmonary Vein Morphology Associated With Post-Ablation Recurrence of Atrial Fibrillation.

Autor: Labarbera MA; Cleveland Clinic Lerner College of MedicineCase Western Reserve University Cleveland OH 44106 USA., Atta-Fosu T; Department of Biomedical EngineeringCase Western Reserve University Cleveland OH 44106 USA., Feeny AK; Cleveland Clinic Lerner College of MedicineCase Western Reserve University Cleveland OH 44106 USA., Firouznia M; Department of Biomedical EngineeringCase Western Reserve University Cleveland OH 44106 USA., Mchale M; Department of Cardiovascular and Metabolic SciencesLerner Research Institute, Cleveland Clinic Cleveland OH 44106 USA., Cantlay C; Department of Cardiovascular and Metabolic SciencesLerner Research Institute, Cleveland Clinic Cleveland OH 44106 USA., Roach T; Department of Cardiovascular and Metabolic SciencesLerner Research Institute, Cleveland Clinic Cleveland OH 44106 USA., Axtell A; Department of Cardiovascular and Metabolic SciencesLerner Research Institute, Cleveland Clinic Cleveland OH 44106 USA., Schoenhagen P; Department of Cardiovascular Medicine, Heart, VascularThoracic Institute, Cleveland Clinic Cleveland OH 44106 USA., Barnard J; Department of Quantitative Health SciencesLerner Research Institute, Cleveland Clinic Cleveland OH 44106 USA., Smith JD; Department of Cardiovascular and Metabolic SciencesLerner Research Institute, Cleveland Clinic Cleveland OH 44106 USA., Van Wagoner DR; Department of Cardiovascular and Metabolic SciencesLerner Research Institute, Cleveland Clinic Cleveland OH 44106 USA., Madabhushi A; Department of Biomedical EngineeringCase Western Reserve University Cleveland OH 44106 USA.; Louis Stokes Cleveland Veterans Administration Medical Center Cleveland OH 44106 USA., Chung MK; Department of Cardiovascular and Metabolic SciencesLerner Research Institute, Cleveland Clinic Cleveland OH 44106 USA.; Department of Cardiovascular Medicine, Heart, VascularThoracic Institute, Cleveland Clinic Cleveland OH 44106 USA.

Publikováno v: IEEE journal of translational engineering in health and medicine [IEEE J Transl Eng Health Med] 2021 Dec 09; Vol. 10, pp. 1800209. Date of Electronic Publication: 2021 Dec 09 (Print Publication: 2022).

Machine Learning Prediction of Response to Cardiac Resynchronization Therapy: Improvement Versus Current Guidelines.

Autor: Feeny AK; Cleveland Clinic Lerner College of Medicine (A.K.F., M.A.L.), Case Western Reserve University, OH., Rickard J; Department of Cardiovascular Medicine, Heart and Vascular Institute (J.R., D.P., S.T., K.M.T., N.V., M.J.N., E.Z.G., R.A.G., M.K.C.), Cleveland Clinic, OH., Patel D; Department of Cardiovascular Medicine, Heart and Vascular Institute (J.R., D.P., S.T., K.M.T., N.V., M.J.N., E.Z.G., R.A.G., M.K.C.), Cleveland Clinic, OH., Toro S; Department of Cardiovascular Medicine, Heart and Vascular Institute (J.R., D.P., S.T., K.M.T., N.V., M.J.N., E.Z.G., R.A.G., M.K.C.), Cleveland Clinic, OH., Trulock KM; Department of Cardiovascular Medicine, Heart and Vascular Institute (J.R., D.P., S.T., K.M.T., N.V., M.J.N., E.Z.G., R.A.G., M.K.C.), Cleveland Clinic, OH., Park CJ; Division of Cardiology, The Johns Hopkins Hospital, Baltimore, MD (C.J.P., S.S., D.D.S.)., LaBarbera MA; Cleveland Clinic Lerner College of Medicine (A.K.F., M.A.L.), Case Western Reserve University, OH., Varma N; Department of Cardiovascular Medicine, Heart and Vascular Institute (J.R., D.P., S.T., K.M.T., N.V., M.J.N., E.Z.G., R.A.G., M.K.C.), Cleveland Clinic, OH., Niebauer MJ; Department of Cardiovascular Medicine, Heart and Vascular Institute (J.R., D.P., S.T., K.M.T., N.V., M.J.N., E.Z.G., R.A.G., M.K.C.), Cleveland Clinic, OH., Sinha S; Division of Cardiology, The Johns Hopkins Hospital, Baltimore, MD (C.J.P., S.S., D.D.S.)., Gorodeski EZ; Department of Cardiovascular Medicine, Heart and Vascular Institute (J.R., D.P., S.T., K.M.T., N.V., M.J.N., E.Z.G., R.A.G., M.K.C.), Cleveland Clinic, OH., Grimm RA; Department of Cardiovascular Medicine, Heart and Vascular Institute (J.R., D.P., S.T., K.M.T., N.V., M.J.N., E.Z.G., R.A.G., M.K.C.), Cleveland Clinic, OH., Ji X; Department of Quantitative Health Sciences, Lerner Research Institute (X.J., J.B.), Cleveland Clinic, OH., Barnard J; Department of Quantitative Health Sciences, Lerner Research Institute (X.J., J.B.), Cleveland Clinic, OH., Madabhushi A; Department of Biomedical Engineering (A.M.), Case Western Reserve University, OH.; Louis Stokes Cleveland Veterans Administration Medical Center, OH (A.M.)., Spragg DD; Division of Cardiology, The Johns Hopkins Hospital, Baltimore, MD (C.J.P., S.S., D.D.S.)., Chung MK; Department of Cardiovascular Medicine, Heart and Vascular Institute (J.R., D.P., S.T., K.M.T., N.V., M.J.N., E.Z.G., R.A.G., M.K.C.), Cleveland Clinic, OH.

Publikováno v: Circulation. Arrhythmia and electrophysiology [Circ Arrhythm Electrophysiol] 2019 Jul; Vol. 12 (7), pp. e007316. Date of Electronic Publication: 2019 Jun 20.