AI RESEARCH
Motion-Robust Deep Reconstruction for Free-Breathing Cardiac Cine MRI
arXiv CS.LG
•
ArXi:2605.20687v1 Announce Type: cross Conventional cardiac cine MRI relies on breath-hold Cartesian acquisitions, which are vulnerable to motion artifacts and can be uncomfortable or infeasible, particularly for pediatric and other noncompliant patients who cannot reliably hold their breath. Free-breathing radial acquisitions can alleviate these limitations, but robust reconstruction at high acceleration remains challenging due to prominent streak artifacts.