PINNs tutorial @ FIMH 2025
Heart-PINNs: Tutorial on Using Physics-Informed Neural Networks to Characterize Cardiac Properties (Parallel Session A)
Organizers:
Marta Varela, PhD, City St George’s University of London & Imperial College London, UK Annie Ching-En Chiu, MS, Imperial College London, UK Francisco Sahli Costabal, PhD, Pontificia Universidad Católica de Chile, Chile Cian Scannell, PhD, Eindhoven University of Technology, Netherlands Simone Pezzuto, PhD, Università degli Studi di Trento, Italy
Schedule
- 9:00-9:15: Introduction to PINNs (MV, AC)
- 9:15-9:30: PINNs for Myocardial Perfusion (CS)
- 9:30-9:45: Image Registration with PINNs (FS)
- 9:45-10:00: Identifying Cardiac Fibre Orientations with PINNS (SP)
- 10:00-10:15: The Future of PINNs (MV, AC)
- 10:15-10:45: Break
- 11:00-12:00: Write your own PINNs code (FS, SP)