This repo is a collection of AWESOME things about 🌟Medical Image Registration🌟, including useful materials, papers, code.
☆240Feb 16, 2026Updated last month
Alternatives and similar repositories for Awesome-Medical-Image-Registration
Users that are interested in Awesome-Medical-Image-Registration 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 2023] SAMConvex: Fast Discrete Optimization for CT Registration using Self-supervised Anatomical Embedding and Correlation Pyrami…☆23Mar 20, 2025Updated last year
- [TPAMI 2021] Learning Deformable Image Registration from Optimization: Perspective, Modules, Bilevel Training and Beyond☆35Mar 12, 2025Updated last year
- Medical image registration, affine and deformable registration☆34Mar 20, 2025Updated last year
- [TIP 2023] Automated learning for deformable medical image registration by jointly optimizing network architectures and objective functio…☆20Oct 22, 2024Updated last year
- A comprehensive list of papers on learning-based image registration, as well as python implementation of various loss functions and evalu…☆117May 29, 2025Updated 10 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- [NeurIPS 2024] Deep Learning in Medical Image Registration: Magic or Mirage?☆17Sep 26, 2024Updated last year
- Deep learning intra-modality image registration arhitecture fulfilling strict symmetry properties☆28Sep 3, 2025Updated 6 months ago
- Repository for L2R evaluation files☆46Feb 10, 2025Updated last year
- Unsupervised 3D registration through cyclical self-training☆16Jun 30, 2023Updated 2 years ago
- The public code of SMILE LAB and ModeT: Learning Deformable Image Registration via Motion Decomposition Transformer (MICCAI2023)☆46Jan 24, 2025Updated last year
- TransMorph: Transformer for Unsupervised Medical Image Registration (PyTorch)☆610May 22, 2025Updated 10 months ago
- This is the official Pytorch implementation of "Affine Medical Image Registration with Coarse-to-Fine Vision Transformer" (CVPR 2022), wr…☆153Nov 2, 2023Updated 2 years ago
- [CVPR2024 🏆 Best Paper Candidate] CorrMLP: Correlation-aware MLP-based networks for deformable medical image registration☆87Feb 20, 2025Updated last year
- Robust multimodal image registration via keypoints☆92Aug 11, 2024Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- highest ranked algorithm of Learn2Reg requires little to no training and runs within seconds☆80Nov 17, 2025Updated 4 months ago
- Locally Rigid Constraints for Deformable Image Registration☆30Apr 25, 2023Updated 2 years ago
- ☆21Mar 6, 2025Updated last year
- Large Deformation Diffeomorphic Image Registration with Laplacian Pyramid Networks☆141Jul 20, 2023Updated 2 years ago
- new and more efficient version for 3D discrete deformable registration, reaching the highest accuracy in several benchmarks☆127Sep 9, 2025Updated 6 months ago
- NeurIPS 2023 - Lung250M-4B: A Combined 3D Dataset for CT- and Point Cloud-Based Intra-Patient Lung Registration☆42Jan 25, 2024Updated 2 years ago
- image registration related books, papers, videos, and toolboxes☆1,510Oct 5, 2025Updated 5 months ago
- A library for performing image registration using deep learning, regularized by inverse consistency☆58Updated this week
- ☆31Sep 13, 2024Updated last year
- 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.
- Mamba? Catch The Hype Or Rethink What Really Helps for Image Registration @WBIR2024☆17Nov 5, 2025Updated 4 months ago
- [MICCAI2022] NICE-Net: Non-Iterative Coarse-to-finE registration Networks for deformable image registration☆23Sep 18, 2023Updated 2 years ago
- uniGradICON: A Foundation Model for Medical Image Registration (MICCAI 2024)☆212Mar 9, 2026Updated 2 weeks ago
- ☆76Jan 22, 2024Updated 2 years ago
- Dataset of CT image pairs with landmarks for deformable image registration (DIR) quality assurance.☆14Jul 31, 2024Updated last year
- state-of-the-art learning based medical registration with keypoint loss and instance optimisation☆40Jun 18, 2023Updated 2 years ago
- ☆21Jul 15, 2024Updated last year
- Unsupervised Learning for Image Registration☆2,679Feb 14, 2026Updated last month
- Baseline methods, training scripts, and pretrained models for LUMIR challenge at Learn2Reg 2024☆32Jun 12, 2025Updated 9 months ago
- 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.
- ☆85Aug 15, 2024Updated last year
- Fine-grained Vision-language Pre-training for Enhanced CT Image Understanding (ICLR 2025)☆121Jan 16, 2026Updated 2 months ago
- Spatiotemporal Gaussian Optimization for 4D Cone Beam CT Reconstruction from Sparse Projections☆21Feb 5, 2025Updated last year
- Fast Symmetric Diffeomorphic Image Registration with Convolutional Neural Networks☆157Jul 7, 2022Updated 3 years ago
- Conditional Deformable Image Registration with Convolutional Neural Network☆87May 21, 2024Updated last year
- ☆12Aug 16, 2019Updated 6 years ago
- This is the official Pytorch implementation of "Unsupervised Deformable Image Registration with Absent Correspondences in Pre-operative a…☆47Jul 19, 2023Updated 2 years ago