SeanCho1996 / MeanTeacher3dUNetLinks
A simple UNet implementation for Semi-supervised 3D medical image segmentation using Mean-Teacher strategy
☆14Updated 2 years ago
Alternatives and similar repositories for MeanTeacher3dUNet
Users that are interested in MeanTeacher3dUNet are comparing it to the libraries listed below
Sorting:
- ☆29Updated 2 years ago
- ☆44Updated last year
- MASS: Modality-collaborative semi-supervised segmentation by exploiting cross-modal consistency from unpaired CT and MRI images☆13Updated 3 years ago
- ☆29Updated 8 months ago
- Code for Boundary Difference Over Union Loss For Medical Image Segmentation☆54Updated last year
- This repository is an unoffical PyTorch implementation of Semi-Supervised Learning on Medical Segmentation in 2D and 3D.☆46Updated 3 years ago
- VFT is a domain generalization model for retinal vessel segmentation that trained on fundus image and test on OCT-A☆18Updated 2 years ago
- MIA 2021 paper 'Global guidance network for breast lesion segmentation in ultrasound images'.☆30Updated 3 years ago
- [MedIA23] Ambiguity-selective consistency regularization for mean-teacher semi-supervised medical image segmentation☆25Updated last year
- This is a nnUNet for semi-supervised☆17Updated 2 years ago
- ☆34Updated 3 years ago
- ☆18Updated 2 years ago
- Code for Pseudo label based contrastive learning joint training approach☆58Updated 3 years ago
- 3D vessel-like structure segmentation in pytorch☆31Updated 2 years ago
- ☆54Updated 3 years ago
- Official Pytorch Code base for "Multi-Level Global Context Cross Consistency Model for Semi-Supervised Ultrasound Image Segmentation with…☆39Updated last year
- Boundary-aware context neural network for medical image segmentation [MedIA'22]☆29Updated 3 years ago
- Scribble2D5: Weakly-Supervised Volumetric Image Segmentation via Scribble Annotations☆21Updated 2 years ago
- A python (PyTorch) implementation of Shadow-consistent Semi-supervised Learning (SCO-SSL) method for prostate ultrasound segmentation☆19Updated 7 months ago
- MICCAI 2023: DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image Segmentation☆60Updated last year
- ☆33Updated 7 months ago
- ☆26Updated 6 months ago
- [CMIG‘2022] [Pytorch]A Contrastive Consistency Semi-supervised Left Atrium Segmentation Model☆14Updated 2 years ago
- [JBHI2022] A novel 3D unsupervised domain adaptation framework for cross-modality medical image segmentation☆47Updated last year
- ☆15Updated last year
- Unsupervised domain adaptation for cross-modality liver segmentation via joint adversarial learning and self-learning☆14Updated 2 years ago
- ☆13Updated 2 years ago
- PyTorch implementation for our paper on TMI2022: Retinal Vessel Segmentation with Skeletal Prior and Contrastive Loss☆55Updated 3 months ago
- offical code for: Semi-supervised Pathological Image Segmentation via Cross Distillation of Multiple Attentions. MICCAI 2023.☆56Updated last year
- PA-Seg: Learning from Point Annotations for 3D Medical Image Segmentation using Contextual Regularization and Cross Knowledge Distillatio…☆21Updated last year