This is a summary of research on general-purpose Medical Image Restoration. Please raise an issue if you suggest new qualified project.
☆15Dec 16, 2025Updated 8 months ago
Alternatives and similar repositories for Awesome-Medical-Image-Restoration
Users that are interested in Awesome-Medical-Image-Restoration are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [MICCAI 2025] TAT: Task-Adaptive Transformer for All-in-One Medical Image Restoration☆44Dec 16, 2025Updated 8 months ago
- [MICCAI 2024] All-In-One Medical Image Restoration via Task-Adaptive Routing (AMIR).☆84Mar 16, 2026Updated 5 months ago
- Not All Patches Are Equal: Hierarchical Dataset Condensation for Single Image Super-Resolution☆10May 7, 2024Updated 2 years ago
- [MICCAI 2025] GL-LCM: Global-Local Latent Consistency Models for Fast High-Resolution Bone Suppression in Chest X-Ray Images☆17Mar 12, 2026Updated 5 months ago
- ECCV2024：A Comparative Study of Image Restoration Networks for General Backbone Network Design☆155Jan 7, 2025Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Restore-RWKV: Efficient and Effective Medical Image Restoration with RWKV☆139Mar 16, 2026Updated 5 months ago
- ☆70Jul 1, 2026Updated last month
- Official implementation of "Universal Incomplete-View CT Reconstruction with Prompted Contextual Transformer"☆26Mar 22, 2026Updated 5 months ago
- Official PyTorch Implementation of ParGo: Bridging Vision-Language with Partial and Global Views. (AAAI 2025)☆16Jan 7, 2025Updated last year
- Official implementation of state-of-the-art multi-modal medical image deblurring (MedDeblur)☆11Jul 5, 2023Updated 3 years ago
- [ECCV 2022 Oral] AutoMix: Unveiling the Power of Mixup for Stronger Classifiers☆18Apr 25, 2023Updated 3 years ago
- ☆13Jul 20, 2025Updated last year
- Xformer: Hybrid X-Shaped Transformer for Image Denoising☆57Feb 20, 2024Updated 2 years ago
- Codes of Interpreting Low-level Vision Models with Causal Effect Maps☆35Sep 9, 2025Updated 11 months ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ☆38Aug 21, 2026Updated last week
- Noise of Web (NoW) is a challenging noisy correspondence learning (NCL) benchmark containing 100K image-text pairs for robust image-text …☆16Nov 20, 2025Updated 9 months ago
- [JBHI 2025] BS-LDM: Effective Bone Suppression in High-Resolution Chest X-Ray Images with Conditional Latent Diffusion Models☆28Aug 18, 2025Updated last year
- [npj Digital Medicine] From pretraining to privacy: federated ultrasound foundation model with self-supervised learning☆19Jul 11, 2026Updated last month
- [CVPR25] IAR☆18Jun 13, 2025Updated last year
- Official Repository for OTSurv - MICCAI 2025☆16Jul 22, 2025Updated last year
- Adaptive Non-Uniform Timestep Sampling for Diffusion Model Training (CVPR 2025)☆17May 22, 2025Updated last year
- A curated list of resources for Low-level Vision Tasks☆59Nov 20, 2023Updated 2 years ago
- This is the official implementation of paper "A CLIP-Powered Framework for Robust and Generalizable Data Selection".☆17Feb 26, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- The official implementation of ICLR 2026 "Learning Domain-Aware Task Prompt Representations for Multi-Domain All-in-One Image Restoration…☆18May 26, 2026Updated 3 months ago
- This repository applies the affine and deformation transformation on the CT scan in the subject space, and register it to the MNI 1mm spa…☆16May 6, 2024Updated 2 years ago
- [CVPR 2026 Oral] SenCache: Accelerating Diffusion Model Inference via Sensitivity-Aware Caching☆24Jun 5, 2026Updated 2 months ago
- ☆17May 22, 2025Updated last year
- Official implementations for "Long Range Pooling for 3D Large-Scale Scene Understanding" (CVPR 2023)☆16Apr 24, 2023Updated 3 years ago
- Blind Super-Resolution using an Ensemble of Kernel-Specific Networks☆10Aug 17, 2021Updated 5 years ago
- Pytorch学习基础教程😎😎😎☆12Jun 30, 2025Updated last year
- ☆14Apr 8, 2022Updated 4 years ago
- The official code of APT☆16Dec 16, 2025Updated 8 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Simplified Diffusion Schrödinger Bridge☆16Apr 19, 2024Updated 2 years ago
- [MICCAI 2025 Best Paper Award] Learning Segmentation from Radiology Reports☆131Updated this week
- A curated collection of the latest academic research papers and developments in AI Security. This repository aims to provide a comprehens…☆20Mar 23, 2024Updated 2 years ago
- A Pytorch implementation of SemiMAR: Semi-Supervised Learning for CT Metal Artifact Reduction☆19Mar 2, 2024Updated 2 years ago
- IDOL-Net: An Interactive Dual-Domain Parallel Network for CT Metal Artifact Reduction☆23Sep 28, 2025Updated 11 months ago
- SurgClean Benchmark for Surgical Image Restoration.☆137Jul 8, 2026Updated last month
- ☆11Jun 26, 2019Updated 7 years ago