Aug 2026
Reverse Imaging: Any-Sequence Generalization for Cardiac MRI Segmentation.
Extensive experiments on eight unseen cardiac MRI sequences with markedly different contrast mechanisms show that Reverse Imaging yields plausible tissue-property estimates, supports synthesis of diverse yet physically consistent contrasts, and improves segmentation robustness under severe cross-sequence shifts.
Yidong Zhao, Yi Zhang, Tong Yang et al.
· IEEE Transactions on Medical... · 0 citations