MontaEllis / SSL-For-Medical-SegmentationLinks
This repository is an unoffical PyTorch implementation of Semi-Supervised Learning on Medical Segmentation in 2D and 3D.
☆50Updated 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:
- [MICCAI21, TMI22] Mean-Teacher-Assisted Confident Learning☆80Updated 2 years ago
- [MICCAI2021] This is an official PyTorch implementation for "Duo-SegNet: Adversarial Dual-Views for Semi-Supervised Medical Image Segment…☆51Updated 4 years ago
- PyTorch implementation for our paper on TMI2022: Retinal Vessel Segmentation with Skeletal Prior and Contrastive Loss☆59Updated 10 months ago
- ☆65Updated last year
- ☆57Updated 3 years ago
- 3D vessel-like structure segmentation in pytorch☆32Updated 2 years ago
- official implementation of rectified contrastive pseudo supervision☆73Updated last year
- ☆50Updated 3 years ago
- [MICCAI2022] PHTrans: Parallelly Aggregating Global and Local Representations for Medical Image Segmentation☆35Updated 2 years ago
- CS-Net (MICCAI 2019) and CS2-Net (MedIA 2020)☆106Updated 5 months ago
- 【MICCAI 2022】"TBraTS: Trusted Brain Tumor Segmentation"☆58Updated 2 years ago
- [MICCAI 2021] The official code for "Modality-aware Mutual Learning for Multi-modal Medical Image Segmentation"☆49Updated 3 years ago
- Code for Pseudo label based contrastive learning joint training approach☆59Updated 4 years ago
- The official implementation of "Joint Modeling of Image and Label Statistics for Enhancing Model Generalizability of Medical Image Segmen…☆41Updated 3 years ago
- This repository contains the implementation for our work "Learning Topological Interactions for Multi-Class Medical Image Segmentation", …☆84Updated last year
- [JBHI2022] A novel 3D unsupervised domain adaptation framework for cross-modality medical image segmentation☆49Updated 2 years ago
- ☆45Updated 2 years ago
- Code for Boundary Difference Over Union Loss For Medical Image Segmentation☆60Updated 2 years ago
- MASS: Modality-collaborative semi-supervised segmentation by exploiting cross-modal consistency from unpaired CT and MRI images☆13Updated 3 years ago
- Pytorch Implement of EE-Net (IEEE TIP)☆30Updated 2 years ago
- [AIIM'22] The official code for "Uncertainty-Guided Mutual Consistency Learning for Semi-Supervised Medical Image Segmentation"☆24Updated 3 years ago
- Project page of the paper 'Self-Supervised Vessel Segmentation via Adversarial Learning'☆44Updated 4 years ago
- Multi-attention Guided Multi-task Learning Network for Automatic Gastric Tumor Segmentation and Lymph Node Classification☆43Updated 4 years ago
- code for paper Positional Contrastive Learning for Volumetric Medical Image Segmentation☆58Updated last year
- [PRCV'21] The official code for "Dual-Task Mutual Learning for Semi-Supervised Medical Image Segmentation"☆29Updated 3 years ago
- ISBI 2022: Cross-level Contrastive Learning and Consistency Constraint for Semi-supervised Medical Image Segmentation.☆47Updated 3 years ago
- ☆32Updated 4 years ago
- NexToU: Efficient Topology-Aware U-Net for Medical Image Segmentation☆80Updated last month
- [MICCAI 2024] Centerline Boundary Dice Loss for Vascular Segmentation☆78Updated last month
- PyTorch 3D U-Net implementation for Multimodal Brain Tumor Segmentation (BraTS 2021)☆79Updated 2 years ago