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Natalia A. Trayanova

Johns Hopkins University

72H-index
676Paper Count
1.9WCitation Count
Published Papers 235
Publication Date
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ID: 4573625 REAL-TIME DIGITAL TWINS FOR INTRAPROCEDURAL DECISION SUPPORT: MULTI-CENTER VALIDATION OF A CROSS-PLATFORM FRAMEWORK
errHeart Rhythm O2
IF2.9
err2026-09-18
err0
errOAAI
errYazan Mohsen; Shreeram Sabareesan; Syed Yusuf Ali; Kensuke Sakata; Carolyna Yamamoto Alves Pinto; Anh Truong; Adityo Prakosa; Ryan Brody; Hikmet Yorgun; Jim Hansen; Marc Horlitz; Florian Stoeckigt; Shane E. Loeffler; Natalia A. Trayanova
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errSave
Identifying potential nonpulmonary vein triggers in persistent atrial fibrillation using digital twins and deep learning
errnpj Digital Medicine
IF15.1
err2026-09-08
err0
errOAAI
errKensuke Sakata; Ishan Vatsaraj; Adityo Prakosa; Carolyna A. P. Yamamoto; Syed Yusuf Ali; Shane Loeffler; Eugene G. Kholmovski; Joseph E. Marine; Hugh Calkins; David D. Spragg; Natalia A. Trayanova
errShare
errSave
Combined unipolar and bipolar voltage mapping for atrial substrate assessment: associations with arrhythmia recurrence after redo ablation
errEuropace
IF7.4
err2026-09-03
err0
errOAAI
errYazan Mohsen; Syed Yusuf Ali; Shreeram Sabareesan; Kensuke Sakata; Moritz Knitter; Johanna Hain; Henning Horlitz; Lucas Steffens; Ibrahim Antoun; Marc Horlitz; Florian Stöckigt; Natalia Trayanova; null
errShare
errSave
The Hodgkin-Huxley-Katz Prize Lecture: Heart digital twins: A new paradigm in arrhythmia medicine
errJOURNAL OF PHYSIOLOGY-LONDON
IF4.4
err2026-09-01
err0
PREAI
errAdityo Prakosa; Yazan Mohsen; Natalia A. Trayanova
errShare
errSave
Transmural heterogeneity in 3D fibrosis distribution is associated with endo-epicardial electrical dyssynchrony in persistent atrial fibrillation
errJOURNAL OF PHYSIOLOGY-LONDON
IF4.4
err2026-08-18
err0
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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errSave
Computational modelling of the cardiovascular system: From cell to circulation
errJOURNAL OF PHYSIOLOGY-LONDON
IF4.4
err2026-08-18
err0
errOAAI
errNatalia Trayanova; Christian Vergara
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errSave
Genotype-specific digital twins for arrhythmia ablation targeting in arrhythmogenic right ventricular cardiomyopathy
errCommunications Medicine
IF6.3
err2026-05-20
err0
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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errSave
Arrhythmogenic substrates in atrial fibrillation and the role of ablation lesions: a longitudinal biatrial digital twin study
errCardiovascular Research
IF13.3
err2026-02-01
err2
PREAI
errYamamoto, Carolyna; Sakata, Kensuke; Ali, Syed Yusuf; Loeffler, Shane; Prakosa, Adityo; Tice, Brock; Kholmovski, Eugene G.; Trayanova, Natalia A.
errShare
errSave
The Spectrum of Myocardial Disease in Idiopathic Inflammatory Myopathies
errRheumatic Disease Clinics of North America
IF2.9
err2025-09-16
err0
PREAI
errCody R. Calhoun; Luigi Adamo; Stefan L. Zimmerman; Bharath Ambale Venkatesh; Natalia Trayanova; Julie J. Paik
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errSave
EVALUATING HEART DIGITAL TWINS IN GUIDING CATHETER ABLATION FOR VENTRICULAR TACHYCARDIA
errPOSTGRADUATE MEDICAL JOURNAL
IF2.7
err2025-09-01
err0
errOAAI
errWaight, Michael; Li, Anthony; Prakosa, Adityo; Trayanova, Natalia; Saba, Magdi
errShare
errSave
A computational pipeline for clustering left atrial appendage morphology via elastic shape analysis
errComputers in Biology and Medicine
IF6.3
err2025-08-18
err0
PREAI
errZan Ahmad; Minglang Yin; Yashil Sukurdeep; Noam Rotenberg; Eugene Kholmovksi; Natalia Trayanova
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errSave
Multimodal AI to forecast arrhythmic death in hypertrophic cardiomyopathy
errcardiovascular research
IF10.8
err2025-07-02
err0
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
errShare
errSave
Cardiovascular imaging techniques for electrophysiologists
errcardiovascular research
IF10.8
err2025-05-13
err0
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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errSave
A scalable framework for learning the geometry-dependent solution operators of partial differential equations
errNATURE COMPUTATIONAL SCIENCE
IF18.3
err2024-12-09
err1
errOAAI
errYin, Minglang; Charon, Nicolas; Brody, Ryan; Lu, Lu; Trayanova, Natalia; Maggioni, Mauro
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errSave
Epicardial Adipose Tissue Association with Fibrotic Substrate Distribution and Rotor-attracting Locations: A Study Using Contrast Computed Tomography (CCT) Scans and Late Gadolinium Enhancement Magnetic Resonance Imaging (LGE-MRI)-based Digital Twins of Persistent Atrial Fibrillation
errCIRCULATION
IF38.6
err2024-11-12
err0
PREAI
errSakata, Kensuke; Prakosa, Adityo; Pinto, Carolyna Yamamoto Alves; Ali, Syed Yusuf; Loeffler, Shane; Kholmovski, Eugene; Trayanova, Natalia
errShare
errSave
Late Gadolinium Enhancement-Derived Heart Digital Twins NonInvasively Predict Ventricular Tachycardia Risk in Duchenne Muscular Dystrophy
errCIRCULATION
IF38.6
err2024-11-12
err0
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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errSave
Top stories on using computational modeling and artificial intelligence to uncover arrhythmogenic mechanisms and advance arrhythmia management
errHEART RHYTHM
IF5.7
err2024-11-01
err0
PREAI
errTrayanova, Natalia A.; Yin, Minglang; Prakosa, Adityo
errShare
errSave
Lipomatous Metaplasia Facilitates Ventricular Tachycardia in Patients With Nonischemic Cardiomyopathy
errJACC-CLINICAL ELECTROPHYSIOLOGY
IF7.7
err2024-11-01
err0
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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errSave
Optimizing the Distribution of Ablation Lesions to Prevent Postablation Atrial Tachycardia
errJACC-CLINICAL ELECTROPHYSIOLOGY
IF7.7
err2024-11-01
err1
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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errSave
Unipolar electroanatomical mapping outperforms bipolar voltage in detecting LGE areas in the left atrium
errEUROPEAN HEART JOURNAL
IF35.6
err2024-10-28
err0
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.
errShare
errSave

Research Directions

The data has not been retrieved yet.
Co-authors
Cooperation Journals
H
HalperinHenry (Hugh Calkins)
H-index: 154 · Papers: 1.5K
M
Michael J. Ackerman
H-index: 154 · Papers: 1.4K
S
Stanley Nattel
H-index: 149 · Papers: 1.0K
S
Stephen R. Quake
H-index: 145 · Papers: 694
G
Gideon Koren
H-index: 143 · Papers: 2.4K
View more