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Natalia A. Trayanova

johns hopkins university

72H-index
671Paper Count
1.9WCitation Count
Published Papers 231
Publication Date
Transmural heterogeneity in 3D fibrosis distribution is associated with endo-epicardial electrical dyssynchrony in persistent atrial fibrillation
err2026-08-18
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PREAI
errSyed Yusuf Ali; Yazan Mohsen; Shreeram Sabareesan; Shane Loeffler; Carolyna Yamamoto; Adityo Prakosa; Eugene G. Kholmovski; David Spragg; Hugh Calkins; Kensuke Sakata; Natalia Trayanova
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Genotype-specific digital twins for arrhythmia ablation targeting in arrhythmogenic right ventricular cardiomyopathy
err2026-05-20
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errOAAI
errYingnan Zhang; Adityo Prakosa; Kelly Zhang; Richard Carrick; Jonathan Chrispin; Stefan L. Zimmerman; Konstantinos Aronis; Eugene G. Kholmovski; Crystal Tichnell; Brittney Murray; Cynthia James; Hugh Calkins; Natalia A. Trayanova
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Arrhythmogenic substrates in atrial fibrillation and the role of ablation lesions: a longitudinal biatrial digital twin study
err2026-02-01
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PREAI
errYamamoto, Carolyna; Sakata, Kensuke; Ali, Syed Yusuf; Loeffler, Shane; Prakosa, Adityo; Tice, Brock; Kholmovski, Eugene G.; Trayanova, Natalia A.
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The Spectrum of Myocardial Disease in Idiopathic Inflammatory Myopathies
err2025-09-16
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PREAI
errCody R. Calhoun; Luigi Adamo; Stefan L. Zimmerman; Bharath Ambale Venkatesh; Natalia Trayanova; Julie J. Paik
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EVALUATING HEART DIGITAL TWINS IN GUIDING CATHETER ABLATION FOR VENTRICULAR TACHYCARDIA
err2025-09-01
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errOAAI
errWaight, Michael; Li, Anthony; Prakosa, Adityo; Trayanova, Natalia; Saba, Magdi
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A computational pipeline for clustering left atrial appendage morphology via elastic shape analysis
err2025-08-18
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PREAI
errZan Ahmad; Minglang Yin; Yashil Sukurdeep; Noam Rotenberg; Eugene Kholmovksi; Natalia Trayanova
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Multimodal AI to forecast arrhythmic death in hypertrophic cardiomyopathy
err2025-07-02
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errOAAI
errChangxin Lai; Minglang Yin; Eugene G. Kholmovski; Dan M. Popescu; Dai-Yin Lu; Erica Scherer; Edem Binka; Stefan L. Zimmerman; Jonathan Chrispin; Allison G. Hays; Dermot M. Phelan; M. Roselle Abraham; Natalia A. Trayanova
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Cardiovascular imaging techniques for electrophysiologists
err2025-05-13
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PREAI
errRogers, Albert J.; Reynbakh, Olga; Ahmed, Adnan; Chung, Mina K.; Charate, Rishi; Yarmohammadi, Hirad; Gopinathannair, Rakesh; Khan, Hassan; Lakkireddy, Dhanunjaya; Leal, Miguel; Srivatsa, Uma; Trayanova, Natalia; Wan, Elaine Y.
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A scalable framework for learning the geometry-dependent solution operators of partial differential equations
err2024-12-09
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errOAAI
errYin, Minglang; Charon, Nicolas; Brody, Ryan; Lu, Lu; Trayanova, Natalia; Maggioni, Mauro
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Late Gadolinium Enhancement-Derived Heart Digital Twins NonInvasively Predict Ventricular Tachycardia Risk in Duchenne Muscular Dystrophy
err2024-11-12
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PREAI
errTso, Justin; Prakosa, Adityo; Zhang, Kelly; Kholmovski, Eugene; Vasquez, Nestor; Yanek, Lisa; Beckman, Brian; Bibat, Genila; Yep, Mary; Dellefave-Castillo, Lisa; Villa, Chet; Kertesz, Naomi; McNally, Elizabeth; Wagner, Kathryn; Calkins, Hugh; Leung, Doris; Cripe, Linda; Barth, Andreas; Trayanova, Natalia
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Lipomatous Metaplasia Facilitates Ventricular Tachycardia in Patients With Nonischemic Cardiomyopathy
err2024-11-01
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PREAI
errXu, Lingyu; Khoshknab, Mirmilad; Moss, Juwann; Yang, Lauren C.; Berger, Ronald D.; Chrispin, Jonathan; Callans, David; Marchlinski, Francis E.; Zimmerman, Stefan L.; Han, Yuchi; Trayanova, Natalia; Witschey, Walter R.; Desjardins, Benoit; Nazarian, Saman
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Optimizing the Distribution of Ablation Lesions to Prevent Postablation Atrial Tachycardia
err2024-11-01
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PREAI
errSakata, Kensuke; Bradley, Ryan P.; Prakosa, Adityo; Yamamoto, Carolyna A. P.; Ali, Syed Yusuf; Loeffler, Shane; Kholmovski, Eugene G.; Sinha, Sunil Kumar; Marine, Joseph E.; Calkins, Hugh; Spragg, David D.; Trayanova, Natalia A.
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Unipolar electroanatomical mapping outperforms bipolar voltage in detecting LGE areas in the left atrium
err2024-10-28
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PREAI
errMohsen, Y.; Ali, S.; Mao, Y.; Prakosa, A.; Kholmovski, E.; Sakata, K.; Yamamoto, C.; Stoeckigt, F.; Sinha, S.; Marine, J.; Sohns, C. H.; Sommer, P. H.; Spragg, D.; Trayanova, N.
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Exploring LGE areas in the atria: Insights from electroanatomical voltage mapping in AF patients
err2024-10-28
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PREAI
errAli, S. Y.; Mohsen, Y.; Mao, Y.; Sakata, K.; Prakosa, A.; Yamamoto, C.; Kholmovski, E.; Sinha, S.; Marine, J.; Sommer, P. H.; Sohns, C. H.; Stoeckigt, F.; Spragg, D.; Trayanova, N.
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ECGWiz: a unified and generalizable AI model for comprehensive ECG diagnosis
err2024-10-28
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PREAI
errVatsaraj, I; Unde, I; Loeffler, S.; Mohsen, Y.; Aronis, K.; Carrick, R.; Wu, K.; Chrispin, J.; Trayanova, N.
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Cardiac MRI Oversampling in Heart Digital Twins Improves Preprocedure Ventricular Tachycardia Identification fi cation in Postinfarction Patients
err2024-09-01
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PREAI
errO'Hara, Ryan P.; Lacy, Audrey; Prakosa, Adityo; Kholmovski, Eugene G.; Maurizi, Niccolo; Pruvot, Etienne J.; Teres, Cheryl; Antiochos, Panagiotis; Masi, Ambra; Schwitter, Juerg; Trayanova, Natalia A.
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Computational modeling of cardiac electrophysiology and arrhythmogenesis: toward clinical translation
err2024-07-01
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errOAAI
errTrayanova, Natalia A.; Lyon, Aurore; Shade, Julie; Heijman, Jordi
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