Open access
Aug 2026
Accelerated Cardiac MRI Using Deep Learning Cine Imaging: Validation in Pediatric Patients both with and without Congenital Heart Disease.
BACKGROUND Conventional breath-held 2D bSSFP cine CMR requires multiple breath holds and prolonged acquisition time, posing challenges for children and patients with congenital heart disease (CHD). Deep-learning (DL)-based reconstruction enables undersampled data acquisition with rapid image completion, offering the po...
Jonathan Kochav, Jun-Jie Ma, S. Jambawalikar et al.
· Journal of Cardiovascular Ma... · 0 citations