2 papers
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…
cs.CV2024
Toward Universal Medical Image Registration via Sharpness-Aware Meta-Continual Learning
Bomin Wang, Xinzhe Luo, Xiahai Zhuang
Current deep learning approaches in medical image registration usually face the challenges of distribution shift and data collection, hindering real-world deployment. In contrast,…