Unrolled and rapid motion-compensated reconstruction for cardiac CINE MRI

Jiazhen Pan, Manal Hamdi, Wenqi Huang, Kerstin Hammernik, Thomas Küstner, Daniel Rueckert

Abstract: Highlights•Unrolled Motion-Compensated MR reconstruction with learnable motion estimator.•Joint optimization of registration and reconstruction.•Templated-based Cardiac Cycle registration with linear time complexity.