2 papers
eess.IV2025
UPMRI: Unsupervised Parallel MRI Reconstruction via Projected Conditional Flow Matching
Xinzhe Luo, Yingzhen Li, Chen Qin
Reconstructing high-quality images from substantially undersampled k-space data for accelerated MRI presents a challenging ill-posed inverse problem. While supervised deep learning…
eess.IV2025
Unsupervised Accelerated MRI Reconstruction via Ground-Truth-Free Flow Matching
Xinzhe Luo, Yingzhen Li, Chen Qin
Accelerated magnetic resonance imaging involves reconstructing fully sampled images from undersampled k-space measurements. Current state-of-the-art approaches have mainly focused…