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Optical Mapping-Validated Machine Learning Improves Atrial Fibrillation Driver Detection by Multi-Electrode Mapping.
Zolotarev, Alexander M; Hansen, Brian J; Ivanova, Ekaterina A; Helfrich, Katelynn M; Li, Ning; Janssen, Paul M L; Mohler, Peter J; Mokadam, Nahush A; Whitson, Bryan A; Fedorov, Maxim V; Hummel, John D; Dylov, Dmitry V; Fedorov, Vadim V.
Affiliation
  • Zolotarev AM; Department of Physiology and Cell Biology and Bob and Corrine Frick Center for Heart Failure and Arrhythmia (A.M.Z., B.J.H., K.M.H., N.L., P.M.L.J., P.J.M., V.V.F.), The Ohio State University Wexner Medical Center, Columbus, OH.
  • Hansen BJ; Center of Computational and Data-Intensive Science and Engineering, Skolkovo Institute of Science and Technology, Moscow, Russia (A.M.Z., E.A.I., M.V.F., D.V.D.).
  • Ivanova EA; Department of Physiology and Cell Biology and Bob and Corrine Frick Center for Heart Failure and Arrhythmia (A.M.Z., B.J.H., K.M.H., N.L., P.M.L.J., P.J.M., V.V.F.), The Ohio State University Wexner Medical Center, Columbus, OH.
  • Helfrich KM; Center of Computational and Data-Intensive Science and Engineering, Skolkovo Institute of Science and Technology, Moscow, Russia (A.M.Z., E.A.I., M.V.F., D.V.D.).
  • Li N; Department of Physiology and Cell Biology and Bob and Corrine Frick Center for Heart Failure and Arrhythmia (A.M.Z., B.J.H., K.M.H., N.L., P.M.L.J., P.J.M., V.V.F.), The Ohio State University Wexner Medical Center, Columbus, OH.
  • Janssen PML; Department of Physiology and Cell Biology and Bob and Corrine Frick Center for Heart Failure and Arrhythmia (A.M.Z., B.J.H., K.M.H., N.L., P.M.L.J., P.J.M., V.V.F.), The Ohio State University Wexner Medical Center, Columbus, OH.
  • Mohler PJ; Davis Heart and Lung Research Institute (N.L., P.M.L.J., P.J.M., N.A.M., B.A.W., J.D.H., V.V.F.), The Ohio State University Wexner Medical Center, Columbus, OH.
  • Mokadam NA; Department of Physiology and Cell Biology and Bob and Corrine Frick Center for Heart Failure and Arrhythmia (A.M.Z., B.J.H., K.M.H., N.L., P.M.L.J., P.J.M., V.V.F.), The Ohio State University Wexner Medical Center, Columbus, OH.
  • Whitson BA; Davis Heart and Lung Research Institute (N.L., P.M.L.J., P.J.M., N.A.M., B.A.W., J.D.H., V.V.F.), The Ohio State University Wexner Medical Center, Columbus, OH.
  • Fedorov MV; Department of Physiology and Cell Biology and Bob and Corrine Frick Center for Heart Failure and Arrhythmia (A.M.Z., B.J.H., K.M.H., N.L., P.M.L.J., P.J.M., V.V.F.), The Ohio State University Wexner Medical Center, Columbus, OH.
  • Hummel JD; Davis Heart and Lung Research Institute (N.L., P.M.L.J., P.J.M., N.A.M., B.A.W., J.D.H., V.V.F.), The Ohio State University Wexner Medical Center, Columbus, OH.
  • Dylov DV; Davis Heart and Lung Research Institute (N.L., P.M.L.J., P.J.M., N.A.M., B.A.W., J.D.H., V.V.F.), The Ohio State University Wexner Medical Center, Columbus, OH.
  • Fedorov VV; Division of Cardiac Surgery (N.A.M., B.A.W., J.D.H.), The Ohio State University Wexner Medical Center, Columbus, OH.
Circ Arrhythm Electrophysiol ; 13(10): e008249, 2020 10.
Article in En | MEDLINE | ID: mdl-32921129
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Atrial Fibrillation / Action Potentials / Electrophysiologic Techniques, Cardiac / Voltage-Sensitive Dye Imaging / Machine Learning / Fourier Analysis / Heart Rate Type of study: Diagnostic_studies / Prognostic_studies Limits: Humans Language: En Journal: Circ Arrhythm Electrophysiol Journal subject: ANGIOLOGIA / CARDIOLOGIA Year: 2020 Document type: Article Country of publication: Estados Unidos
Fulltext
Add to My VHL
Print
XML
PubMed Links
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Atrial Fibrillation / Action Potentials / Electrophysiologic Techniques, Cardiac / Voltage-Sensitive Dye Imaging / Machine Learning / Fourier Analysis / Heart Rate Type of study: Diagnostic_studies / Prognostic_studies Limits: Humans Language: En Journal: Circ Arrhythm Electrophysiol Journal subject: ANGIOLOGIA / CARDIOLOGIA Year: 2020 Document type: Article Country of publication: Estados Unidos