Whole-heart ventricular arrhythmia modeling moving forward: Mechanistic insights and translational applications

E Sung, S Etoz, Y Zhang, NA Trayanova - Biophysics reviews, 2021 - pubs.aip.org
Ventricular arrhythmias are the primary cause of sudden cardiac death and one of the
leading causes of mortality worldwide. Whole-heart computational modeling offers a unique …

Machine learning-based segmentation of left ventricular myocardial fibrosis from magnetic resonance imaging

F Zabihollahy, S Rajan, E Ukwatta - Current Cardiology Reports, 2020 - Springer
Abstract Purpose of Review Myocardial fibrosis (MF) arises due to myocardial infarction and
numerous cardiac diseases. MF may lead to several heart disorders, such as heart failure …

Classification of myocardial fibrosis in DE-MRI based on semi-supervised semantic segmentation and dual attention mechanism

Y Ding, W Xie, KKL Wong, Z Liao - Computer Methods and Programs in …, 2022 - Elsevier
Objective It is essential to utilize cardiac delayed-enhanced magnetic resonance imaging
(DE-MRI) to diagnose cardiovascular disease. By segmenting myocardium DE-MRI images …

Prognostic Value of Late Gadolinium Enhancement in Predicting Life‐Threatening Arrhythmias in Heart Failure Patients With Implantable Cardioverter‐Defibrillators: A …

T Yue, BH Chen, LM Wu, JR Xu… - Journal of Magnetic …, 2020 - Wiley Online Library
Background The presence of late gadolinium enhanced (LGE), which may enable better
evaluation of myocardial impairment, would help predict the occurrence of life‐threatening …

Preliminary Study: Learning the Impact of Simulation Time on Reentry Location and Morphology Induced by Personalized Cardiac Modeling

L Tong, C Zhao, Z Fu, R Dong, Z Wu, Z Wang… - Frontiers in …, 2021 - frontiersin.org
Personalized cardiac modeling is widely used for studying the mechanisms of cardiac
arrythmias. Due to the high demanding of computational resource of modeling, the …

The Future of the Implantable Cardioverter-Defibrillator

CD Swerdlow, MR Gold - Cardiac Bioelectric Therapy: Mechanisms and …, 2021 - Springer
Since it was introduced 40 years ago, the implantable cardioverter-defibrillator (ICD) has
become a mainstay of therapy for patients at risk for life-threatening ventricular tachycardia …

[PDF][PDF] Natalia Trayanova, PhD

LA Orleans - bme.jhu.edu
CV Trayanova December 2020 Page 1 Natalia Trayanova, PhD Mobile: 504-606-7198
Curriculum Vitae Professional Experience 9/18-present 9/12-present Co-Director. Alliance for …