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
SRTransGAN: Image Super-Resolution using Transformer based Generative Adversarial Network—0
Task-GAN for Improved GAN based Image Restoration—0
Iterative Thresholded Bi-Histogram Equalization for Medical Image Enhancement—0
Lightening Anything in Medical Images—0
Deep Perceptual Enhancement for Medical Image AnalysisCode0
A Practical Framework for Unsupervised Structure Preservation Medical Image EnhancementCode0
Ultrasound Image Enhancement using CycleGAN and Perceptual LossCode0
Deep Perceptual Enhancement for Medical Image AnalysisCode0
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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