most citedPhysics-informed Deep Diffusion MRI Reconstruction with Synthetic Data: Break Training Data Bottleneck in Artificial Intelligence

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cs.CV2026

SSPFormer: Self-Supervised Pretrained Transformer for MRI Images

Jingkai Li, Xiaoze Tian, Yuhang Shen +4

The pre-trained transformer demonstrates remarkable generalization ability in natural image processing. However, directly transferring it to magnetic resonance images faces two key…