MontaEllis / SSL-For-Medical-SegmentationLinks
This repository is an unoffical PyTorch implementation of Semi-Supervised Learning on Medical Segmentation in 2D and 3D.
☆46Updated 3 years ago
Alternatives and similar repositories for SSL-For-Medical-Segmentation
Users that are interested in SSL-For-Medical-Segmentation are comparing it to the libraries listed below
Sorting:
- 3D vessel-like structure segmentation in pytorch☆31Updated 2 years ago
- [MICCAI21, TMI22] Mean-Teacher-Assisted Confident Learning☆77Updated last year
- PyTorch implementation for our paper on TMI2022: Retinal Vessel Segmentation with Skeletal Prior and Contrastive Loss☆56Updated 6 months ago
- CS-Net (MICCAI 2019) and CS2-Net (MedIA 2020)☆101Updated 2 weeks ago
- ☆55Updated 3 years ago
- ☆49Updated 2 years ago
- official implementation of rectified contrastive pseudo supervision☆71Updated last year
- [MICCAI2021] This is an official PyTorch implementation for "Duo-SegNet: Adversarial Dual-Views for Semi-Supervised Medical Image Segment…☆51Updated 3 years ago
- Multi-attention Guided Multi-task Learning Network for Automatic Gastric Tumor Segmentation and Lymph Node Classification☆41Updated 4 years ago
- ☆57Updated 11 months ago
- Pytorch Implement of EE-Net (IEEE TIP)☆30Updated last year
- 【MICCAI 2022】"TBraTS: Trusted Brain Tumor Segmentation"☆54Updated last year
- Project page of the paper 'Self-Supervised Vessel Segmentation via Adversarial Learning'☆42Updated 3 years ago
- Code for Boundary Difference Over Union Loss For Medical Image Segmentation☆57Updated 2 years ago
- ☆34Updated 4 years ago
- MIA 2021 paper 'Global guidance network for breast lesion segmentation in ultrasound images'.☆30Updated 4 years ago
- [MICCAI2022] PHTrans: Parallelly Aggregating Global and Local Representations for Medical Image Segmentation☆34Updated 2 years ago
- [MICCAI 2021] The official code for "Modality-aware Mutual Learning for Multi-modal Medical Image Segmentation"☆47Updated 3 years ago
- [AIIM'22] The official code for "Uncertainty-Guided Mutual Consistency Learning for Semi-Supervised Medical Image Segmentation"☆22Updated 2 years ago
- Code for Pseudo label based contrastive learning joint training approach☆58Updated 3 years ago
- [MICCAI 2022 Best Paper Finalist] Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi Supervised Segmentation☆40Updated 3 months ago
- NexToU: Efficient Topology-Aware U-Net for Medical Image Segmentation☆74Updated 6 months ago
- [JBHI2022] A novel 3D unsupervised domain adaptation framework for cross-modality medical image segmentation☆48Updated last year
- ISBI 2022: Cross-level Contrastive Learning and Consistency Constraint for Semi-supervised Medical Image Segmentation.☆47Updated 2 years ago
- ☆44Updated 3 years ago
- ☆30Updated 2 years ago
- This repository contains the implementation for our work "Learning Topological Interactions for Multi-Class Medical Image Segmentation", …☆81Updated last year
- ☆33Updated 10 months ago
- The official implementation of "Joint Modeling of Image and Label Statistics for Enhancing Model Generalizability of Medical Image Segmen…☆40Updated 2 years ago
- MICCAI 2023: DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image Segmentation☆63Updated last year