Transformer-based fast image reconstruction for high fidelity MR knee imaging: an evaluation study

Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

1. 1Knee Imaging at 0.05 T with Deep Learning Superresolution Reconstruction2025
2. 2MR-Transformer: Vision Transformer for Total Knee Replacement Prediction Using Magnetic Resonance Imaging2024
3. 3Accelerated MRI Reconstruction Using a Lightweight Recurrent Transformer: ReconFormer2024
4. 4Magnetic Resonance Image Processing Transformer for General Reconstruction2024
5. 5Can On-Scanner Deep Learning Enable Clinical Viability of 0.55T for Knee MRI?2025