Sep 2026
PGDM-MRSRGAN: Physics-Guided Degradation Model with an SRGAN Framework for Magnetic Resonance Image Super-Resolution: Applications in Low-Field MRI
The MRSRGAN framework, guided by the physics-informed degradation model, provides a significant improvement in MRI image quality, enhancing spatial resolution and diagnostic accuracy, and demonstrates robustness on real MRI datasets.
Yashwant Kurmi, Charlotte R. Sappo, S. Srinivas et al.
· arXiv.org · 0 citations