2 papers
eess.IV2026
MoRE: A Mixture-of-Experts-Based Task-Adaptive End-to-End Network for Multimodal MRI Reconstruction
Yuyang Li, Yipin Deng, Wenlei Shang +4
Although accelerated MRI reconstruction has advanced rapidly through end-to-end learning, deploying a single unified network that generalizes across diverse anatomies and contrasts…
eess.IV2025
Branch Learning in MRI: More Data, More Models, More Training
Yuyang Li, Yipin Deng, Zijian Zhou +1
We investigated two complementary strategies for multicontrast cardiac MR reconstruction: physics-consistent data-space augmentation (DualSpaceCMR) and parameter-efficient capacity…