Jiaxuan-Li / MGU-Net
Multi-Scale GCN-Assisted Two-Stage Network for Joint Segmentation of Retinal Layers and Disc in Peripapillary OCT Images
☆93Updated last year
Related projects ⓘ
Alternatives and complementary repositories for MGU-Net
- CS-Net (MICCAI 2019) and CS2-Net (MedIA 2020)☆95Updated 2 years ago
- PyTorch implementation for our paper on TMI2022: Retinal Vessel Segmentation with Skeletal Prior and Contrastive Loss☆50Updated last year
- [MICCAI 2021] Study Group Learning: Improving Retinal Vessel Segmentation Trained with Noisy Labels: New SOTA on both DRIVE and CHASE_DB1…☆102Updated 2 years ago
- ☆48Updated last year
- 3D-Unet: patched based Pytorch implementation for medical images segmentation☆62Updated 3 years ago
- ☆116Updated 3 years ago
- PyTorch 3D U-Net implementation for Multimodal Brain Tumor Segmentation (BraTS 2021)☆61Updated last year
- PyTorch implementation of segmentation models for breast ultrasound images.☆33Updated 2 years ago
- 3D-UCaps: 3D Capsules Unet for Volumetric Image Segmentation (MICCAI 2021)☆69Updated last week
- [JBHI2022] Full-Resolution Network and Dual-Threshold Iteration for Retinal Vessel and Coronary Angiograph Segmentation☆112Updated last year
- 【MICCAI 2022】"TBraTS: Trusted Brain Tumor Segmentation"☆46Updated 11 months ago
- autoPET TCIA pipeline☆41Updated 2 years ago
- 3D airway segmentation method☆54Updated 2 years ago
- OCT preprocessing: Fully Convolutional Boundary Regression for Retina OCT Segmentation☆44Updated 4 years ago
- ☆19Updated 3 years ago
- [MICCAI21, TMI22] Mean-Teacher-Assisted Confident Learning☆74Updated last year
- [MedIA2022]WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image☆152Updated 2 months ago
- Retinal Vessel Segmentation using U-Net architecture. DRIVE and STARE datasets are used.☆63Updated last year
- The official implementation of "Joint Modeling of Image and Label Statistics for Enhancing Model Generalizability of Medical Image Segmen…☆38Updated last year
- MIA 2021 paper 'Global guidance network for breast lesion segmentation in ultrasound images'.☆26Updated 3 years ago
- [CVPR‘22] Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization☆99Updated 3 months ago
- ☆31Updated 3 years ago
- ☆46Updated 8 months ago
- Codes and pretrained weights for winning submission of 2021 Brain Tumor Segmentation (BraTS) Challenge☆172Updated 11 months ago
- Segmentation for medical image.☆81Updated 2 years ago
- This repository is an unoffical PyTorch implementation of Semi-Supervised Learning on Medical Segmentation in 2D and 3D.☆45Updated 2 years ago
- This repository is an official PyTorch implementation of the paper "BSDA-Net: A Boundary Shape and Distance Aware Joint Learning Framewor…☆28Updated 2 years ago
- 3D Medical Image Segmentation Models，集成各种医学图像分割模型的小框架，主要是3D，持续更新...☆70Updated 2 years ago
- Brain MRIs classification using a ResNet-like architecture.☆20Updated 2 years ago
- Segmentation deep learning ALgorithm based on MONai toolbox: single and multi-label segmentation software developed by QIMP team-Vienna.☆120Updated 3 years ago