| Computational modeling of cardiac electrophysiology and arrhythmogenesis: toward clinical translation NA Trayanova, A Lyon, J Shade, J Heijman Physiological Reviews 104 (3), 1265-1333, 2024 | | 2024 |
| Cardiac MRI Oversampling in Heart Digital Twins Improves Preprocedure Ventricular Tachycardia Identification in Postinfarction Patients RP O’Hara, A Lacy, A Prakosa, EG Kholmovski, N Maurizi, EJ Pruvot, ... JACC: Clinical Electrophysiology, 2024 | | 2024 |
| Assessing the arrhythmogenic propensity of fibrotic substrate using digital twins to inform a mechanisms-based atrial fibrillation ablation strategy K Sakata, RP Bradley, A Prakosa, CAP Yamamoto, SY Ali, S Loeffler, ... Nature Cardiovascular Research, 1-12, 2024 | | 2024 |
| PREDICTING ATRIAL FIBRILLATION RECURRENCE AFTER PULMONARY VEIN ISOLATION USING SIMULATIONS OF PATIENT-SPECIFIC MAGNETIC RESONANCE IMAGING MODELS AND MACHINE LEARNING NA Trayanova, R Ali, J Shade US Patent App. 18/433,704, 2024 | | 2024 |
| Predicting atrial fibrillation ablation success: a novel approach using pre-procedure sinus rhythm ecg and deep learning Y Mohsen, I Vatsaraj, S Loeffler, M Horlitz, F Stoeckigt, N Trayanova Europace 26 (Supplement_1), euae102. 021, 2024 | | 2024 |
| DH-482888-001 PREDICTING PERSONALIZED CARDIAC ELECTROPHYSIOLOGY USING DEEP LEARNING M Yin, N Charon, R Brody, L Lu, M Maggioni, NA Trayanova Heart Rhythm 21 (5), S13, 2024 | | 2024 |
| PO-CES-10 EVALUATING THE EFFECTIVENESS AND ACCURACY OF AN INTRAPROCEDURAL AUTOMATED ARRHYTHMIA ORIGIN LOCALIZATION (AAOL) APPROACH IN 3D VENTRICULAR ACTIVATION MAPPING S Zhou, J Whitaker, S Goldberg, AM AbdelWahab, WH Sauer, J Chrispin, ... Heart Rhythm 21 (5), S725, 2024 | | 2024 |
| PO-02-054 EARLY DETECTION OF ATRIAL FUNCTIONAL MITRAL REGURGITATION IN ATRIAL FIBRILLATION PATIENTS USING ECG AND DEEP LEARNING Y Mohsen, I Vatsaraj, SE Loeffler, D Rottlaender, M Horlitz, F Stoeckigt, ... Heart Rhythm 21 (5), S280-S281, 2024 | | 2024 |
| PO-02-095 MAARS-HCM: MULTI-MODAL ARTIFICIAL INTELLIGENCE (AI) FOR VENTRICULAR ARRHYTHMIA (VA) RISK STRATIFICATION IN HYPERTROPHIC CARDIOMYOPATHY (HCM) PATIENTS C Lai, M Yin, DM Popescu, DY Lu, E Scherer, M Engels, E Binka, ... Heart Rhythm 21 (5), S300, 2024 | | 2024 |
| CE-482903-002 EVALUATING THE EFFECTIVENESS AND ACCURACY OF AN INTRAPROCEDURAL AUTOMATED ARRHYTHMIA ORIGIN LOCALIZATION (AAOL) APPROACH IN 3D VENTRICULAR ACTIVATION MAPPING S Zhou, J Whitaker, S Goldberg, AM AbdelWahab, WH Sauer, J Chrispin, ... Heart Rhythm 21 (5), S3-S4, 2024 | | 2024 |
| PO-06-085 BIPOLAR VS OMNIPOLAR MAPPING IN THE DETECTION OF ELECTROGRAM ABNORMALITIES IN SCAR-DEPENDENT VENTRICULAR TACHCYARDIA M Waight, A Prakosa, J Tonko, A Li, NA Trayanova, MM Saba Heart Rhythm 21 (5), S701-S702, 2024 | | 2024 |
| PO-06-055 COMPARISON OF PURELY ANATOMICAL VS COMBINED FUNCTIONAL AND ANATOMICAL MODELLING IN SCAR-DEPENDENT VENTRICULAR TACHCYARDIA M Waight, J Tonko, A Prakosa, A Li, NA Trayanova, MM Saba Heart Rhythm 21 (5), S687, 2024 | | 2024 |
| PO-06-071 LIPOMATOUS METAPLASIA FACILITATES VENTRICULAR TACHYCARDIA IN PATIENTS WITH NON-ISCHEMIC CARDIOMYOPATHY L Xu, MP Khoshknab, J Moss, LC Yang, RD Berger, J Chrispin, ... Heart Rhythm 21 (5), S695, 2024 | | 2024 |
| PO-05-009 COMBINED LEFT AND RIGHT ATRIAL NETWORK (CLARANET): A DEEP LEARNING (DL) MODEL FOR REPRODUCIBLE LGE-MRI AUTOMATIC SEGMENTATION OF LEFT AND RIGHT ATRIA (LA/RA) IN … A Lefebvre, K Sakata, CYA Pinto, I Vatsaraj, SY Ali, AY Rebecca, RL Ali, ... Heart Rhythm 21 (5), S553-S554, 2024 | | 2024 |
| PO-02-151 THE LESION OF PULMONARY VEIN ISOLATION PLAYS AN IMPORTANT ROLE IN ELIMINATING ROTOR SUBSTRATES: A STUDY USING PERSONALIZED LGE-MRI-BASED DIGITAL TWINS K Sakata, CYA Pinto, SY Ali, SE Loeffler, BM Tice, R Bradley, A Prakosa, ... Heart Rhythm 21 (5), S250, 2024 | | 2024 |
| MP-483492-009 REVEALING THE ATRIAL SUBSTRATE: A MULTIMODAL DEEP LEARNING APPROACH TO PREDICT THE ATRIAL SUBSTRATE USING 12-LEAD ECG ANALYSIS I Vatsaraj, Y Mohsen, SE Loeffler, M Horlitz, F Stoeckigt, NA Trayanova Heart Rhythm 21 (5), S64-S65, 2024 | | 2024 |
| PO-06-122 EXPLORING THE EFFECT OF AMIODARONE ON SUBSTRATE MAPPING FOR CATHETER ABLATION OF VENTRICULAR TACHYCARDIA USING PERSONALIZED HEART DIGITAL TWINS R Brody, A Prakosa, P Freitas, A Ferreira, P Adragao, NA Trayanova Heart Rhythm 21 (5), S629, 2024 | | 2024 |
| PO-05-027 DETERMINING REENTRANT DRIVERS USING GRAPH NEURAL NETWORKS BASED ON LATE GADOLINIUM ENHANCEMENT MAGNETIC RESONANCE IMAGING SE Loeffler, Y Lal, A Yee, CYA Pinto, SY Ali, K Sakata, A Prakosa, ... Heart Rhythm 21 (5), S563, 2024 | | 2024 |
| PO-04-144 ABLATION LESIONS THEMSELVES CAN LEAD TO ATRIAL FIBRILLATION (AF) RECURRENCE: A STUDY EMPLOYING PERSONALIZED DIGITAL TWINS (DTS) DERIVED FROM LATE GADOLINIUM … CYA Pinto, K Sakata, SY Ali, SE Loeffler, A Prakosa, EG Kholmovski, ... Heart Rhythm 21 (5), S443, 2024 | | 2024 |
| Lipomatous Metaplasia Is Associated With Ventricular Tachycardia Recurrence Following Ablation in Patients With Nonischemic Cardiomyopathy L Xu, M Khoshknab, J Moss, RD Berger, J Chrispin, D Callans, ... JACC: Clinical Electrophysiology, 2024 | 1 | 2024 |