Xin-Zhen Li

Uncertainty-weighted dual-domain consistency for self-supervised accelerated MRI reconstruction

A novel dual-domain self-supervised learning (Dual-SSL) framework that rigorously enforces physical consistency in both image and k-space domains is proposed, effectively bridging the gap between self-supervised and supervised MRI reconstruction.