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

14 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions

3 papers

q-bio.OT2025★ 3 cited

Open Data Sharing in Clinical Research and Participants Privacy: Challenges and Opportunities in the Era of Artificial Intelligence

Shahin Hallaj, Anna Heinke, Fritz Gerald P. Kalaw +16

Sharing clinical research data is key for increasing the pace of medical discoveries that improve human health. However, concern about study participants' privacy, confidentiality,…

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…