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Medical Image Denoising

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

Papers

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Showing 21–21 of 21 papers

Title	Date	Tasks	Status	Hype
Medical image denoising using convolutional denoising autoencoders	Aug 16, 2016	DenoisingImage Denoising	CodeCode Available	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