SOTAVerified

Medical Image Enhancement

Aims to improve the perceptual quality of low-quality medical images

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 11–18 of 18 papers

TitleStatusHype
HQG-Net: Unpaired Medical Image Enhancement with High-Quality Guidance—0
A Practical Framework for Unsupervised Structure Preservation Medical Image EnhancementCode0
Deep Perceptual Enhancement for Medical Image AnalysisCode0
Feedback Graph Attention Convolutional Network for Medical Image Enhancement—0
Medical Image Enhancement Using Histogram Processing and Feature Extraction for Cancer Classification—0
Uncertainty Quantification in Deep Learning for Safer Neuroimage Enhancement—0
Task-GAN for Improved GAN based Image Restoration—0
Iterative Thresholded Bi-Histogram Equalization for Medical Image Enhancement—0
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All datasetsBrain Tumor MRI DatasetHuman Protein Atlas ImageLoDoPaB-CT

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DPEAverage PSNR30.69—Unverified
#ModelMetricClaimedVerifiedStatus
1DPEAverage PSNR30.69—Unverified
#ModelMetricClaimedVerifiedStatus
1FTUPGDSSIM0.87—Unverified