USE OF THE SINGLE-LEAD ELECTROCARDIOGRAM AS A “FINGERPRINT” FOR INDIVIDUAL USER IDENTIFICATION by Kathryn Mangold, Paul A. Friedman, Zachi I. Attia

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Noninvasive assessment of dofetilide plasma concentration using a deep learning (neural network) analysis of the surface electrocardiogram: A proof of concept study. by Zachi I Attia, Alan Sugrue, Samuel J Asirvatham, Michael J Ackerman, Suraj Kapa, Paul A Friedman, Peter A Noseworthy

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Diagnosis and treatment of new heart failure with reduced ejection fraction by the artificial intelligence–enhanced electrocardiogram by David M. Harmon, MD, Daniel R. Witt, MD, MMS, Paul A. Friedman, MD, FHRS, Zachi I. Attia, PhD

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Deep learning-derived cardiovascular age shares a genetic basis with other cardiac phenotypes by Julian Libiseller-Egger, Jody E. Phelan, Zachi I. Attia, Ernest Diez Benavente, Susana Campino, Paul A. Friedman, Francisco Lopez-Jimenez, David A. Leon, Taane G. Clark

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A comprehensive artificial intelligence–enabled electrocardiogram interpretation program by Anthony H. Kashou, MD, Wei-Yin Ko, MS, Zachi I. Attia, PhD, Michal S. Cohen, MS, Paul A. Friedman, MD, FHRS, Peter A. Noseworthy, MD, FHRS

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Predictive Value of Artificial Intelligence‐Enabled Electrocardiography in Patients With Takotsubo Cardiomyopathy by Yoshihisa Kanaji, Ilke Ozcan, David N. Tryon, Ali Ahmad, Jaskanwal Deep Singh Sara, Brad Lewis, Paul Friedman, Peter A Noseworthy, Lilach O. Lerman, Tsunekazu Kakuta, Zachi I. Attia, Amir Lerman

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Artificial intelligence-enabled ECG for left ventricular diastolic function and filling pressure by Eunjung Lee, Saki Ito, William R. Miranda, Francisco Lopez-Jimenez, Garvan C. Kane, Samuel J. Asirvatham, Peter A. Noseworthy, Paul A. Friedman, Rickey E. Carter, Barry A. Borlaug, Zachi I. Attia, Jae K. Oh

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Community-based participatory research application of an artificial intelligence-enhanced electrocardiogram for cardiovascular disease screening: A FAITH! Trial ancillary study by David M. Harmon, Demilade Adedinsewo, Jeremy R. Van't Hof, Matthew Johnson, Sharonne N. Hayes, Francisco Lopez-Jimenez, Clarence Jones, Zachi I. Attia, Paul A. Friedman, Christi A. Patten, Lisa A. Cooper, LaPrincess C. Brewer

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Left ventricular systolic dysfunction predicted by artificial intelligence using the electrocardiogram in Chagas disease patients-The SaMi-Trop cohort. by Bruno Oliveira de Figueiredo Brito, Zachi I Attia, Larissa Natany A Martins, Pablo Perel, Maria Carmo P Nunes, Ester Cerdeira Sabino, Clareci Silva Cardoso, Ariela Mota Ferreira, Paulo R Gomes, Antonio Luiz Pinho Ribeiro, Francisco Lopez-Jimenez

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Electrocardiogram-Artificial Intelligence and Immune-Mediated Necrotizing Myopathy: Predicting Left Ventricular Dysfunction and Clinical Outcomes by Christopher J. Klein, MD, Ilke Ozcan, MD, Zachi I. Attia, PhD, Michal Cohen-Shelly, MS, Amir Lerman, MD, Jose R. Medina-Inojosa, MD, MS, Francisco Lopez-Jimenez, MD, Paul A. Friedman, MD, Margherita Milone, MD, PhD, Shahar Shelly, MD

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Digital health innovation in cardiology by Adetola O. Ladejobi, MBBS, MPH, Jessica Cruz, MBA, Zachi I. Attia, PhD, Martin van Zyl, MB ChB, Jason Tri, Francisco Lopez-Jimenez, MD, Peter A. Noseworthy, MD, FHRS, Paul A. Friedman, MD, FHRS, Suraj Kapa, MD, FHRS, Samuel J. Asirvatham, MD, FHRS

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Tandem deep learning and logistic regression models to optimize hypertrophic cardiomyopathy detection in routine clinical practice by Maren Maanja, MD, PhD, Peter A. Noseworthy, MD, FHRS, Jeffrey B. Geske, MD, Michael J. Ackerman, MD, PhD, Adelaide M. Arruda-Olson, MD, PhD, Steve R. Ommen, MD, Zachi I. Attia, PhD, Paul A. Friedman, MD, FHRS, Konstantinos C. Siontis, MD, FHRS

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Identification and risk stratification of coronary disease by artificial intelligence-enabled ECGResearch in context by Samir Awasthi, Nikhil Sachdeva, Yash Gupta, Ausath G. Anto, Shahir Asfahan, Ruben Abbou, Sairam Bade, Sanyam Sood, Lars Hegstrom, Nirupama Vellanki, Heather M. Alger, Melwin Babu, Jose R. Medina-Inojosa, Robert B. McCully, Amir Lerman, Mark Stampehl, Rakesh Barve, Zachi I. Attia, Paul A. Friedman, Venky Soundararajan, Francisco Lopez-Jimenez

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Survey of current perspectives on consumer-available digital health devices for detecting atrial fibrillation by Eric Y. Ding, MS, Emma Svennberg, MD, PhD, Christina Wurster, MBA, David Duncker, MD, Martin Manninger, MD, PhD, Steven A. Lubitz, MD, MPH, Emily Dickson, BS, Timothy P. Fitzgibbons, MD, PhD, Nazem Akoum, MD, MS, FHRS, Sana M. Al-Khatib, MD, MHS, FHRS, Zachi I. Attia, PhD, Hamid Ghanbari, MD, MPH, Nassir F. Marrouche, MD, FHRS, G. Stuart Mendenhall, MD, FHRS, Nicholas S. Peters, MD, FHRS, Khaldoun G. Tarakji, MD, MPH, FHRS, Mintu Turakhia, MD, MPH, FHRS, Elaine Y. Wan, MD, FHRS, David D. McManus, MD, ScM, FHRS

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RApid Throughput Screening for Asymptomatic COVID-19 Infection With an Electrocardiogram: A Prospective Observational Study by Demilade Adedinsewo, MD, Jennifer Dugan, BA, Patrick W. Johnson, MS, Erika J. Douglass, DrPH, Andrea Carolina Morales-Lara, MD, Mark A. Parkulo, MD, Henry H. Ting, MD, Leslie T. Cooper, MD, Luis R. Scott, MD, Arturo M. Valverde, MD, Deepak Padmanabhan, MBBS, Nicholas S. Peters, MD, Patrik Bachtiger, MBBS, Mihir Kelshiker, MBBS, Francisco Fernandez-Aviles, MD, Felipe Atienza, MD, Taya V. Glotzer, MD, Marc K. Lahiri, MD, Paari Dominic, MD, Zachi I. Attia, PhD, Suraj Kapa, MD, Peter A. Noseworthy, MD, Naveen L. Pereira, MD, Jessica Cruz, MBA, Elie F. Berbari, MD, Rickey E. Carter, PhD, Paul A. Friedman, MD

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