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Medical Image Denoising

Image credit: Learning Medical Image Denoising with Deep Dynamic Residual Attention Network

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 21–21 of 21 papers

Title	Date	Tasks	Status	Hype	Score
Two-stage Deep Denoising with Self-guided Noise Attention for Multimodal Medical Images	Mar 10, 2025	DenoisingImage Denoising	—Unverified	0	0

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All datasets Dermatologist level dermoscopy skin cancer classification using different deep learning convolutional neural networks algorithms FMD Confocal Fish FMD Confocal Mice FMD Two-Photon Mice Human Protein Atlas Image LGG Segmentation Dataset

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Deep Dynamic Residual Attention Network	SSIM	0.95	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SwinIA	PSNR	31.79	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SwinIA	PSNR	37.65	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SwinIA	PSNR	33.25	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Deep Dynamic Residual Attention Network	Average PSNR	43.84	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Deep Dynamic Residual Attention Network	Average PSNR	40.48	—	Unverified