Author details

Full Name

Natalia A Trayanova

Affiliation

ORCID

Career Start Year

1982

Papers

354

H Index

Expertise

CM4AI Collaborator

PMID	Paper Title	Journal Title	Published Year
37520014	Site-specific prolongation of repolarization prevents postmyocardial infarction tachycardia.		2023
36006658	Wavefront directionality and decremental stimuli synergistically improve identification of ventricular tachycardia substrate: insights from personalized computational heart models.	Europace	2023
37851708	Predicting ventricular tachycardia circuits in patients with arrhythmogenic right ventricular cardiomyopathy using genotype-specific heart digital twins.	Elife	2023
37587585	Risk of Arrhythmic Death in Patients With Nonischemic Cardiomyopathy: JACC Review Topic of the Week.		2023
37871809	Up Digital and Personal: How Heart Digital Twins Can Transform Heart Patient Care.		2023
37622578	Twenty-five years of research in cardiac imaging in electrophysiology procedures for atrial and ventricular arrhythmias.		2023
37287952	LASSNet: A Four Steps Deep Neural Network for Left Atrial Segmentation and Scar Quantification.		2023
36842733	Caveolin-3 and Caveolae regulate ventricular repolarization.		2023
36519747	Lipomatous metaplasia prolongs repolarization and increases repolarization dispersion within post-infarct ventricular tachycardia circuit cites.	Europace	2023
37398074	Predicting Ventricular Tachycardia Circuits in Patients with Arrhythmogenic Right Ventricular Cardiomyopathy using Genotype-specific Heart Digital Twins.	medRxiv	2023
36752477	Computational Re-Entry Vulnerability Index Mapping to Guide Ablation in Patients With Postmyocardial InfarctionÂ Ventricular Tachycardia.		2023
36999694	Clinical and Structural Factors Affecting Ablation Outcomes in Atrial Fibrillation Patients - A Review.		2023
37060278	Evaluation of a deep learning-enabled automated computational heart modelling workflow for personalized assessment of ventricular arrhythmias.		2023
37427298	Primer on Machine Learning in Electrophysiology.		2023
37294264	Conduction Velocity Dispersion Predicts Postinfarct Ventricular Tachycardia Circuit Sites and Associates With Lipomatous Metaplasia.	JACC Clin Electrophysiol	2023
37227343	Lipomatous Metaplasia Facilitates SlowÂ Conduction in Critical VentricularÂ Tachycardia Corridors Within Postinfarct Myocardium.	JACC Clin Electrophysiol	2023
35262692	Biological substrate modification suppresses ventricular arrhythmias in a porcine model of chronic ischaemic cardiomyopathy.	Eur Heart J	2022
36183522	Arrhythmia in hypertrophic cardiomyopathy: Risk prediction using contrast enhanced MRI, T1 mapping, and personalized virtual heart technology.	Journal of Electrocardiology	2022
35464150	Arrhythmic sudden death survival prediction using deep learning analysis of scarring in the heart.	Nat Cardiovasc Res	2022
35506087	Improving risk prediction for pulmonary embolism in COVID-19 patients using echocardiography.	Pulmonary Circulation	2022
35756388	Real-Time Prediction of Mortality, CardiacÂ Arrest, and Thromboembolic Complications in Hospitalized Patients With COVID-19.		2022
36072882	Advanced imaging for risk stratification for ventricular arrhythmias and sudden cardiac death.	Frontiers in Cardiovascular Medicine	2022
36206976	Machine learning guided structure function predictions enable in silico nanoparticle screening for polymeric gene delivery.		2022
35734302	Association of left ventricular tissue heterogeneity and intramyocardial fat on computed tomography with ventricular arrhythmias in ischemic cardiomyopathy.	Heart Rhythm O2	2022
36266004	Lipomatous Metaplasia Enables Ventricular Tachycardia by ReducingÂ Current Loss Within theÂ Protected Corridor.	JACC Clin Electrophysiol	2022
36441565	Advances in Cardiac Electrophysiology.	Circ Arrhythm Electrophysiol	2022
35598616	Deep learning a person's risk of sudden cardiac death.	Lancet, The	2022
36589896	Fat infiltration in the infarcted heart as a paradigm for ventricular arrhythmias.		2022
36589314	Emerging role of artificial intelligence in cardiac electrophysiology.	Cardiovasc Digit Health J	2022
33881518	Assessment of arrhythmia mechanism and burden of the infarcted ventricles following remuscularization with pluripotent stem cell-derived cardiomyocyte patches using patient-derived models.	Cardiovascular Research	2022
35033878	The role of mechano-electric feedbacks and hemodynamic coupling in scar-related ventricular tachycardia.	Computers in Biology and Medicine	2022
35265930	Anatomically informed deep learning on contrast-enhanced cardiac magnetic resonance imaging for scar segmentation and clinical feature extraction.	Cardiovascular Digital Health Journal	2022
34905696	Mechanisms of Sinoatrial Node Dysfunction in Heart Failure With Preserved Ejection Fraction.	Circulation	2022
34487753	Computational modeling of aberrant electrical activity following remuscularization with intramyocardially injected pluripotent stem cell-derived cardiomyocytes.	Journal of Molecular and Cellular Cardiology	2022
35076018	Personalized computational heart models with T1-mapped fibrotic remodeling predict sudden death risk in patients with hypertrophic cardiomyopathy.	eLife	2022
34526912	Optogenetic Stimulation Using Anion Channelrhodopsin (GtACR1) Facilitates Termination of Reentrant Arrhythmias With Low Light Energy Requirements: A Computational Study.	Frontiers in Physiology	2021
36281224	Whole-heart ventricular arrhythmia modeling moving forward: Mechanistic insights and translational applications.		2021
32458222	Constructing a Human Atrial Fibre Atlas.		2021
33751074	Characterizing the arrhythmogenic substrate in personalized models of atrial fibrillation: sensitivity to mesh resolution and pacing protocol in AF models.	Europace	2021
33476206	Learning for Prevention of Sudden Cardiac Death.	Circulation Research	2021
34163372	Presence of Left Atrial Fibrosis May Contribute to Aberrant Hemodynamics and Increased Risk of Stroke in Atrial Fibrillation Patients.	Frontiers in Physiology	2021
33736758	Prospective Multicenter Assessment of a New Intraprocedural Automated System for Localizing Idiopathic Ventricular Arrhythmia Origins.	JACC: Clinical Electrophysiology	2021
33527422	Feasibility study shows concordance between image-based virtual-heart ablation targets and predicted ECG-based arrhythmia exit-sites.	PACE - Pacing and Clinical Electrophysiology	2021
33890620	Computational models of atrial fibrillation: achievements, challenges, and perspectives for improving clinical care.	Cardiovascular Research	2021
33836448	Impact of augmented-reality improvement in ablation catheter navigation as assessed by virtual-heart simulations of ventricular tachycardia ablation.	Computers in Biology and Medicine	2021
33927252	OptoGap is an optogenetics-enabled assay for quantification of cell-cell coupling in multicellular cardiac tissue.	Scientific Reports	2021
33600229	Machine Learning in Arrhythmia and Electrophysiology.	Circulation Research	2021
34340126	Electromechanical modeling of human ventricles with ischemic cardiomyopathy: numerical simulations in sinus rhythm and under arrhythmia.	Computers in Biology and Medicine	2021
34335294	Characterization of the Electrophysiologic Remodeling of Patients With Ischemic Cardiomyopathy by Clinical Measurements and Computer Simulations Coupled With Machine Learning.	Frontiers in Physiology	2021
34321202	Predicting risk of sudden cardiac death in patients with cardiac sarcoidosis using multimodality imaging and personalized heart modeling in a multivariable classifier.	Science advances	2021