cswin / CADALinks
Multi-scale Collaborative Adversarial Domain Adaptation for Unsupervised Optic Disc and Cup Segmentation
☆13Updated 3 years ago
Alternatives and similar repositories for CADA
Users that are interested in CADA are comparing it to the libraries listed below
Sorting:
- CS-Net (MICCAI 2019) and CS2-Net (MedIA 2020)☆101Updated 3 years ago
- The official implementation of "Joint Modeling of Image and Label Statistics for Enhancing Model Generalizability of Medical Image Segmen…☆40Updated 2 years ago
- PyTorch implementation for our paper on TMI2022: Retinal Vessel Segmentation with Skeletal Prior and Contrastive Loss☆55Updated 4 months ago
- This repository is an unoffical PyTorch implementation of Semi-Supervised Learning on Medical Segmentation in 2D and 3D.☆46Updated 3 years ago
- [MICCAI21, TMI22] Mean-Teacher-Assisted Confident Learning☆76Updated last year
- MIA 2021 paper 'Global guidance network for breast lesion segmentation in ultrasound images'.☆30Updated 4 years ago
- [MICCAI2021] This is an official PyTorch implementation for "Duo-SegNet: Adversarial Dual-Views for Semi-Supervised Medical Image Segment…☆51Updated 3 years ago
- [JBHI2022] A novel 3D unsupervised domain adaptation framework for cross-modality medical image segmentation☆47Updated last year
- 【MICCAI 2022】"TBraTS: Trusted Brain Tumor Segmentation"☆54Updated last year
- Multi-attention Guided Multi-task Learning Network for Automatic Gastric Tumor Segmentation and Lymph Node Classification☆39Updated 3 years ago
- ☆48Updated 2 years ago
- [MICCAI 2021] Study Group Learning: Improving Retinal Vessel Segmentation Trained with Noisy Labels: New SOTA on both DRIVE and CHASE_DB1…☆109Updated 3 years ago
- [MICCAI 2022 Best Paper Finalist] Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi Supervised Segmentation☆40Updated 2 months ago
- [TMI2020]A Mutual Bootstrapping Model for Automated Skin Lesion Segmentation and Classification.☆56Updated 10 months ago
- ☆34Updated 4 years ago
- Project page of the paper 'Self-Supervised Vessel Segmentation via Adversarial Learning'☆41Updated 3 years ago
- 3d medical image preprocessing, supports conversion between nifiti data and h5py data, dicom2nii, crop 3d patch, extract 3d roi...☆26Updated 2 years ago
- [TMI'20] Learn to Threshold: ThresholdNet with Confidence-Guided Manifold Mixup for Polyp Segmentation☆13Updated 9 months ago
- [MICCAI 2021] The official code for "Modality-aware Mutual Learning for Multi-modal Medical Image Segmentation"☆47Updated 3 years ago
- ☆28Updated 3 years ago
- MICCAI 2022: code for 'Shape-Aware Weakly/Semi-Supervised Optic Disc and Cup Segmentation with Regional/Marginal Consistency'☆17Updated 3 years ago
- This repository is an official PyTorch implementation of the paper "BSDA-Net: A Boundary Shape and Distance Aware Joint Learning Framewor…☆29Updated 2 years ago
- [CVPR‘22] Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization☆107Updated 11 months ago
- ☆53Updated 9 months ago
- [MICCAI 2021] Official Implementation for "MT-UDA: Towards Unsupervised Cross-modality Medical Image Segmentation with Limited Source Lab…☆32Updated 3 years ago
- [PRCV'21] The official code for "Dual-Task Mutual Learning for Semi-Supervised Medical Image Segmentation"☆27Updated 3 years ago
- ☆46Updated 3 years ago
- Code for Pseudo label based contrastive learning joint training approach☆58Updated 3 years ago
- [AIIM'22] The official code for "Uncertainty-Guided Mutual Consistency Learning for Semi-Supervised Medical Image Segmentation"☆22Updated 2 years ago
- This repository contains the implementation for our work "Learning Topological Interactions for Multi-Class Medical Image Segmentation", …☆81Updated last year