Real-ESRGAN delivers the best perceptual sharpness and edge detail at higher magnifications while SwinIR better preserves structural diagnostic features and SRCNN runs efficiently at low magnifications across multiple medical imaging domains.
Deep learning in medical image super resolution: a review
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MedSR-Vision: Deep Learning Framework for Multi-Domain Medical Image Super-Resolution
Real-ESRGAN delivers the best perceptual sharpness and edge detail at higher magnifications while SwinIR better preserves structural diagnostic features and SRCNN runs efficiently at low magnifications across multiple medical imaging domains.