Beknaizer / OCT-Retinal-Layer-Segmenter
UNet based model that segment retina to 8 layers in OCT images
☆48Updated last year
Related projects ⓘ
Alternatives and complementary repositories for OCT-Retinal-Layer-Segmenter
- ☆43Updated last year
- ☆47Updated 2 weeks ago
- Deep Learning Registration of the Prostate☆51Updated 7 months ago
- Recursive Cascaded Networks for Unsupervised Medical Image Registration☆28Updated 3 years ago
- Large Deformation Diffeomorphic Image Registration with Laplacian Pyramid Networks☆123Updated last year
- Personal paper list on OCT segmentation☆26Updated 2 years ago
- A comprehensive list of papers on learning-based image registration, as well as python implementation of various loss functions and evalu…☆39Updated last week
- [MIDL 2021] Learning Diffeomorphic and Modality-invariant Registration using B-splines☆41Updated 4 months ago
- OCT preprocessing: Fully Convolutional Boundary Regression for Retina OCT Segmentation☆44Updated 4 years ago
- Multi-Scale GCN-Assisted Two-Stage Network for Joint Segmentation of Retinal Layers and Disc in Peripapillary OCT Images☆93Updated last year
- ☆17Updated 11 months ago
- Pytorch pipeline for 3D image domain translation using Cycle-Generative-Adversarial-networks, without paired examples.☆140Updated 3 years ago
- Open source for MICCAI2022 paper: [XMorpher: Full Transformer for Deformable Medical Image Registration via Cross Attention]☆66Updated last year
- Conditional Deformable Image Registration with Convolutional Neural Network☆82Updated 6 months ago
- Repository for L2R evaluation files☆41Updated 3 months ago
- Inverse-Consistent Deep Networks for Unsupervised Deformable Image Registration☆55Updated 3 years ago
- new and more efficient version for 3D discrete deformable registration, reaching the highest accuracy in several benchmarks☆102Updated last year
- ☆46Updated 8 months ago
- Repository for the paper "Synthetic optical coherence tomography angiographs for detailed retinal vessel segmentation without human annot…☆30Updated 2 months ago
- code for Dual-Stream PRNet++☆19Updated last year
- The public code of SMILE LAB☆31Updated 4 months ago
- 3D-Unet: patched based Pytorch implementation for medical images segmentation☆62Updated 3 years ago
- This is the official Pytorch implementation of "Unsupervised Deformable Image Registration with Absent Correspondences in Pre-operative a…☆37Updated last year
- ☆71Updated 3 months ago
- Acute ischemic stroke dataset☆54Updated last year
- Preprocessing scripts: from dicom to aligned nitfy for SynthRAD2023 Grand Challenge☆58Updated last year
- The official implementation of U-Net vs Transformer: Is U-Net Outdated in Medical Image Registration?☆67Updated 6 months ago
- Official PyTorch Implementation of "Synthetic CT Skull Generation for Transcranial MR Imaging–Guided Focused Ultrasound Interventions wit…☆32Updated 10 months ago
- Docker for running stroke lesion core segmentation☆11Updated 5 years ago
- [Medical Image Analysis] Residual Aligner-based Network (RAN): Motion-Aware Structure for Coarse-to-fine Discontinuous Deformable Registr…☆23Updated 2 weeks ago