DIAL-RPI / Fed-MENU
A python (PyTorch) implementation of federated multi-encoding U-Net (Fed-MENU) method for federated learning-based multi-organ segmentation with inconsistent labels.
☆13Updated 2 months ago
Alternatives and similar repositories for Fed-MENU:
Users that are interested in Fed-MENU are comparing it to the libraries listed below
- [ECCV 2022] Personalizing Federated Medical Image Segmentation☆47Updated last year
- [MIA' 22] Source free domain adaptation for medical image segmentation with fourier style mining☆42Updated 10 months ago
- [MICCAI'21] Source-Free domain adaptive fundus image segmentation with denoised pseudo-labeling☆57Updated 3 years ago
- [ICASSP 2023] Prototype Knowledge Distillation for Medical Segmentation with Missing Modality☆38Updated last month
- ☆5Updated 8 months ago
- Code for [IEEE-TMI] Domain and Content Adaptive Convolution based Multi-Source Domain Generalization for Medical Image Segmentation.☆33Updated 2 years ago
- This is the official code of MICCAI23 paper "Source-Free Domain Adaptation for Medical Image Segmentation via Prototype-Anchored Feature …☆30Updated last year
- [MICCAI2024] "FedFMS: Exploring Federated Foundation Models for Medical Image Segmentation". A framework for fine-tuning SAM (Segment Any…☆40Updated 5 months ago
- MICCAI 2022: Online Easy Example Mining for Weakly-supervised Gland Segmentation from Histology Images☆35Updated 2 years ago
- [AAAI 2023] Official PyTorch implementation of the paper "SLAug: Rethinking Data Augmentation for Single-source Domain Generalization in …☆69Updated 2 months ago
- ☆51Updated 2 years ago
- [MICCAI'22] Dynamic Bank Learning for Semi-supervised Federated Image Diagnosis with Class Imbalance☆20Updated 2 years ago
- [CVPR2024] MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding an…☆39Updated 3 months ago
- code for our work: RFNet for Incomplete Multi-modal Brain Tumor Segmentation☆47Updated 2 years ago
- [JBHI'21] Mutual-Prototype Adaptation for Cross-Domain Polyp Segmentation☆9Updated last year
- Dual Contrastive Learning for Few-shot Medical Image Segmentation☆25Updated last year
- This repository contains code for the paper "Margin Preserving Self-paced Contrastive Learning Towards Domain Adaptation for Medical Imag…☆28Updated 2 years ago
- [IEEE-TMI'22] Causality-inspired Single-source Domain Generalization for Medical Image Segmentation (code&data-processing pipeline)☆91Updated 2 years ago
- [MICCAI 2023] Continual Learning for Abdominal Multi-Organ and Tumor Segmentation☆63Updated 5 months ago
- 【MICCAI 2023 Early Accept & MedIA submission】EyeMost "Reliable Multimodality Eye Disease Screening via Mixture of Student's t Distributio…☆19Updated last month
- FPL+: Filtered Pseudo Label-based Unsupervised Cross-Modality Adaptation for 3D Medical Image Segmentation☆23Updated 7 months ago
- AAAI2023 Reducing Domain Gap in Frequency and Spatial domain for Cross-modality Domain Adaptation on Medical Image Segmentation☆24Updated last year
- ☆15Updated 2 years ago
- ☆12Updated 2 months ago
- [MICCAI 2023] ECL: Class-Enhancement Contrastive Learning for Long-tailed Skin Lesion Classification☆25Updated 9 months ago
- Code for [MICCAI 2023 (Early Accept)] Devil is in Channels: Contrastive Single Domain Generalization for Medical Image Segmentation.☆28Updated last year
- MICCAI 2023: Fundus-Enhanced Disease-Aware Distillation Model for Retinal Disease Classification from OCT Images☆25Updated last month
- ☆13Updated last year
- AAAI 2022: Enhancing Pseudo Label Quality for Semi-Supervised Domain-Generalized Medical Image Segmentation☆41Updated 2 years ago
- A Comprehensive Survey of Continual Learning in Medical Scenarios☆13Updated 3 months ago