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

14 citations

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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…