activity
20162025
most citedRapid Estimation of Left Ventricular Contractility with a Physics-Informed Neural Network Inverse Modeling Approach

14 citations · 21 across the 6 of their papers we have counts for

collaborators

6 papers

physics.med-ph2025

Computational modeling of Pulsed Field Ablation for pulmonary vein isolation

Ashkan Bagherzadeh, Nagib T Chalfoun, Tong Gao +1

Pulsed field ablation (PFA) has emerged as a non-thermal alternative to traditional thermal ablation techniques for the treatment of atrial fibrillation (AF). This study presents a…

q-bio.TO2025

A Multi-Scale Finite Element Method for Investigating Fiber Remodeling in Hypertrophic Cardiomyopathy

Mohammad Mehri, Kenneth S. Campbell, Lik Chuan Lee +1

A significant hallmark of hypertrophic cardiomyopathy (HCM) is fiber disarray, which is associated with various cardiac events such as heart failure. Quantifying fiber disarray rem…

cs.CE2025

Rapid prediction of cardiac activation in the left ventricle with geometric deep learning: a step towards cardiac resynchronization therapy planning

Ehsan Naghavi, Haifeng Wang, Vahid Ziaei Rad +5

Cardiac resynchronization therapy (CRT) is a common intervention for patients with dyssynchronous heart failure, yet approximately one-third of recipients fail to respond, partly d…

cs.CE2024★ 14 cited

Rapid Estimation of Left Ventricular Contractility with a Physics-Informed Neural Network Inverse Modeling Approach

Ehsan Naghavi, Haifeng Wang, Lei Fan +4

Physics-based computer models based on numerical solution of the governing equations generally cannot make rapid predictions, which in turn, limits their applications in the clinic…

physics.med-ph2023★ 1 cited

Deep Learning-based Prediction of Electrical Arrhythmia Circuits from Cardiac Motion: An In-Silico Study

Jan Lebert, Daniel Deng, Lei Fan +2

The heart's contraction is caused by electrical excitation which propagates through the heart muscle. It was recently shown that the electrical excitation can be computed from the…

physics.med-ph2016★ 6 cited

Abaqus/Standard-based quantification of human cardiac mechanical properties

Martin Genet, Lik Chuan Lee, Ellen Kuhl +1

Computational modeling can provide critical insight into existing and potential new surgical procedures, medical or minimally-invasive treatments for heart failure, one of the lead…