biomedia-mira / istn
Image-and-Spatial Transformer Networks
☆108Updated last year
Related projects: ⓘ
- Probabilistic Dense Displacement Network (3D discrete deep learning registration)☆62Updated 3 years ago
- ☆36Updated last year
- Joint Semi-supervised Learning of Image Registration and Segmentation☆49Updated 2 years ago
- an image registration/augmentation/segmentation package☆166Updated last year
- (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…☆117Updated 5 years ago
- A pytorch implementation of CNN based MRI image registration based on Christodoulidis Stergios et al. "Linear and Deformable Image Regist…☆54Updated 2 years ago
- Supervised Predictive Medical Image Registration Model☆91Updated 3 years ago
- A tensorflow implementation of "Non-rigid image registration using fully convolutional networks with deep self-supervision"☆49Updated 5 years ago
- Official PyTorch implementation of "Unsupervised Microvascular Image Segmentation Using an Active Contours Mimicking Neural Network"☆72Updated 3 years ago
- ☆52Updated 5 years ago
- An unofficial PyTorch implementation of VoxelMorph- An unsupervised 3D deformable image registration method☆122Updated 5 years ago
- SynSeg-Net: Synthetic Segmentation Without Target Modality Ground Truth☆65Updated 5 years ago
- Deep learning based registration for Learn2Reg Challenge (Task 3 : CT Abdominal)☆27Updated 2 years ago
- One Shot Deformable Medical Image Registration☆39Updated 4 years ago
- ☆31Updated last year
- Joint Vessel Segmentation and Deformable Registration on Multi-Modal Retinal Images based on Style Transfer☆26Updated 4 years ago
- Deep Vessel Segmentation by Learning Graphical Connectivity☆95Updated 4 years ago
- This is the official Pytorch implementation of "Affine Medical Image Registration with Coarse-to-Fine Vision Transformer" (CVPR 2022), wr…☆131Updated 10 months ago
- Deep Attentive Features for Prostate Segmentation in 3D Transrectal Ultrasound☆71Updated 3 years ago
- Evaluation code of CHAOS challenge in MATLAB, Python and Julia languages.☆55Updated 5 years ago
- [ICCV 2021] Generative Adversarial Registration for Improved Conditional Deformable Templates☆51Updated last year
- ☆31Updated 4 years ago
- VNet for 3d volume segmentation☆44Updated 3 years ago
- ☆11Updated 4 years ago
- ☆184Updated 4 years ago
- a project for developing registration tools with convolutional neural networks☆185Updated 4 years ago
- SDNet Keras implementation☆42Updated 4 years ago
- Code for "Contrastive Registration for Unsupervised Medical Image Segmentation".☆63Updated 4 months ago
- ☆24Updated 4 years ago
- ☆33Updated 5 years ago