| Transformers in Medical Imaging: A Survey | Jan 24, 2022 | Image ClassificationImage Segmentation | CodeCode Available | 3 | 5 |
| Adversarial Distortion Learning for Medical Image Denoising | Apr 29, 2022 | Color Image DenoisingDenoising | CodeCode Available | 1 | 5 |
| Content-Noise Complementary Learning for Medical Image Denoising | Feb 2, 2022 | DenoisingGenerative Adversarial Network | CodeCode Available | 1 | 5 |
| Learning Medical Image Denoising with Deep Dynamic Residual Attention Network | Dec 9, 2020 | DenoisingDiagnostic | CodeCode Available | 1 | 5 |
| Uncertainty Estimation in Medical Image Denoising with Bayesian Deep Image Prior | Aug 20, 2020 | DenoisingImage Denoising | CodeCode Available | 1 | 5 |
| Contextual Checkerboard Denoise -- A Novel Neural Network-Based Approach for Classification-Aware OCT Image Denoising | Nov 29, 2024 | DenoisingDiagnostic | CodeCode Available | 0 | 5 |
| Medical image denoising using convolutional denoising autoencoders | Aug 16, 2016 | DenoisingImage Denoising | CodeCode Available | 0 | 5 |
| DDPET-3D: Dose-aware Diffusion Model for 3D Ultra Low-dose PET Imaging | Nov 7, 2023 | DenoisingImage Denoising | CodeCode Available | 0 | 5 |
| DiffDenoise: Self-Supervised Medical Image Denoising with Conditional Diffusion Models | Mar 31, 2025 | DenoisingImage Denoising | —Unverified | 0 | 0 |
| Denoising via Repainting: an image denoising method using layer wise medical image repainting | Mar 11, 2025 | DenoisingImage Denoising | —Unverified | 0 | 0 |
