YipengHu / label-reg
(This repo is no longer up-to-date. Any updates will be at https://github.com/DeepRegNet/DeepReg/) A demo of the re-factored label-driven registration code, based on "Weakly-supervised convolutional neural networks for multimodal image registration"
☆119Updated 6 years ago
Alternatives and similar repositories for label-reg:
Users that are interested in label-reg are comparing it to the libraries listed below
- a project for developing registration tools with convolutional neural networks☆187Updated 4 years ago
- ☆53Updated 5 years ago
- ☆190Updated 5 years ago
- A pytorch implementation of CNN based MRI image registration based on Christodoulidis Stergios et al. "Linear and Deformable Image Regist…☆55Updated 2 years ago
- One Shot Deformable Medical Image Registration☆39Updated 4 years ago
- Supervised Predictive Medical Image Registration Model☆93Updated 3 years ago
- Probabilistic Dense Displacement Network (3D discrete deep learning registration)☆63Updated 3 years ago
- Medical image registration related books, tutorials, papers, datasets, toolboxes and deep learning open source codes☆175Updated last month
- An unofficial PyTorch implementation of VoxelMorph- An unsupervised 3D deformable image registration method☆133Updated 5 years ago
- A tensorflow implementation of "Non-rigid image registration using fully convolutional networks with deep self-supervision"☆49Updated 6 years ago
- Computes vesselness scores for 3-dimensional images.☆70Updated 8 years ago
- TensorFlow implementation of the diffeomorphic demons algorithm for medical image registration☆21Updated 8 months ago
- Inverse-Consistent Deep Networks for Unsupervised Deformable Image Registration☆55Updated 4 years ago
- Implementation of GroupRegNet: A Groupwise One-shot Deep Learning-based 4D Image Registration Method☆31Updated 3 years ago
- new and more efficient version for 3D discrete deformable registration, reaching the highest accuracy in several benchmarks☆103Updated last year
- Joint Semi-supervised Learning of Image Registration and Segmentation☆52Updated 3 years ago
- General deep learning-based fast image registration framework for clinical thoracic 4D CT data☆39Updated 6 years ago
- Image-and-Spatial Transformer Networks☆108Updated 2 years ago
- Fully unsupervised 2D/3D image registration with ConvNet (TensorFlow)☆44Updated 3 years ago
- Robust segmentation of lung and airway in CT scans☆67Updated 7 years ago
- If the code is helpful for your work, please cite our paper "Hybrid Loss Guided Convolutional Networks for Whole Heart Parsing" in STACOM…☆85Updated 5 years ago
- [ICCV 2021] Generative Adversarial Registration for Improved Conditional Deformable Templates☆50Updated 2 years ago
- A module for 3D image augmentations for deep learning, specifically medical images such as CT, MRI.☆27Updated 4 years ago
- tf2，how to run voxelmorph☆23Updated 5 years ago
- Deep learning based registration for Learn2Reg Challenge (Task 3 : CT Abdominal)☆29Updated 3 years ago
- Intensity normalization of multi-channel MRI images using the method proposed by Nyul et al. 2000☆57Updated 3 years ago
- Large Deformation Diffeomorphic Image Registration with Laplacian Pyramid Networks☆129Updated last year
- Joint Vessel Segmentation and Deformable Registration on Multi-Modal Retinal Images based on Style Transfer☆28Updated 5 years ago
- 3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation☆89Updated 5 years ago
- ☆55Updated last week