2 papers
cs.CV2026
Weakly Convex Ridge Regularization for 3D Non-Cartesian MRI Reconstruction
German Shâma Wache, Chaithya G R, Asma Tanabene +1
While highly accelerated non-Cartesian acquisition protocols significantly reduce scan time, they often entail long reconstruction delays. Deep learning based reconstruction method…
eess.IV2024
Benchmarking 3D multi-coil NC-PDNet MRI reconstruction
Asma Tanabene, Chaithya Giliyar Radhakrishna, Aurélien Massire +2
Deep learning has shown great promise for MRI reconstruction from undersampled data, yet there is a lack of research on validating its performance in 3D parallel imaging acquisitio…