DIAL-RPI / Fed-MENULinks
A python (PyTorch) implementation of federated multi-encoding U-Net (Fed-MENU) method for federated learning-based multi-organ segmentation with inconsistent labels.
☆14Updated 9 months ago
Alternatives and similar repositories for Fed-MENU
Users that are interested in Fed-MENU are comparing it to the libraries listed below
Sorting:
- [ECCV 2022] Personalizing Federated Medical Image Segmentation☆49Updated 2 years ago
- [MIA' 22] Source free domain adaptation for medical image segmentation with fourier style mining☆48Updated last year
- [ICASSP 2023] Prototype Knowledge Distillation for Medical Segmentation with Missing Modality☆53Updated 7 months ago
- This is the official code of MICCAI23 paper "Source-Free Domain Adaptation for Medical Image Segmentation via Prototype-Anchored Feature …☆34Updated last year
- code for our work: RFNet for Incomplete Multi-modal Brain Tumor Segmentation☆55Updated 3 years ago
- [AAAI 2023] Official PyTorch implementation of the paper "SLAug: Rethinking Data Augmentation for Single-source Domain Generalization in …☆74Updated 10 months ago
- Code for [IEEE-TMI] Domain and Content Adaptive Convolution based Multi-Source Domain Generalization for Medical Image Segmentation.☆38Updated 2 years ago
- [MICCAI'21] Source-Free domain adaptive fundus image segmentation with denoised pseudo-labeling☆59Updated 3 years ago
- [CVPR2024] MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding an…☆55Updated 7 months ago
- ☆18Updated 3 years ago
- Dual Contrastive Learning for Few-shot Medical Image Segmentation☆27Updated 2 years ago
- The code of Modality-adaptive Feature Interaction for Brain Tumor Segmentation with Missing Modalities☆22Updated 3 years ago
- ☆15Updated 10 months ago
- [TMI'22] "AADG: Automatic Augmentation for Domain Generalization on Retinal Image Segmentation".☆71Updated last year
- [MICCAI 2023] Continual Learning for Abdominal Multi-Organ and Tumor Segmentation☆70Updated last year
- [IEEE-TMI'22] Causality-inspired Single-source Domain Generalization for Medical Image Segmentation (code&data-processing pipeline)☆104Updated 2 years ago
- [MICCAI2024] "FedFMS: Exploring Federated Foundation Models for Medical Image Segmentation". A framework for fine-tuning SAM (Segment Any…☆56Updated 6 months ago
- [MICCAI 2023] ECL: Class-Enhancement Contrastive Learning for Long-tailed Skin Lesion Classification☆27Updated last year
- [MICCAI 2022] The official code for "mmFormer: Multimodal Medical Transformer for Incomplete Multimodal Learning of Brain Tumor Segmentat…☆127Updated last year
- ☆88Updated 3 weeks ago
- SMU-Net]{SMU-Net: Style matching U-Net for brain tumor segmentation with missing modalities☆34Updated 3 years ago
- This repository contains code for the paper "Margin Preserving Self-paced Contrastive Learning Towards Domain Adaptation for Medical Imag…☆32Updated 3 years ago
- ☆55Updated 3 years ago
- [MICCAI 2023] Few-Shot Medical Image Segmentation via a Region-enhanced Prototypical Transformer☆57Updated 5 months ago
- Code for the paper "Anomaly Detection-Inspired Few-Shot Medical Image Segmentation Through Self-Supervision With Supervoxels".☆38Updated 2 years ago
- code for TMI DoFE: Domain-oriented Feature Embeddingfor Generalizable Fundus Image Segmentationon Unseen Datasets☆61Updated 3 years ago
- [MICCAI 2022] ShapePU: A New PU Learning Framework Regularized by Global Consistency for Scribble Supervised Cardiac Segmentation☆37Updated 3 years ago
- AAAI2023 Reducing Domain Gap in Frequency and Spatial domain for Cross-modality Domain Adaptation on Medical Image Segmentation☆28Updated last year
- ☆50Updated 2 years ago
- ☆28Updated 2 years ago