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.
☆15Updated 11 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☆49Updated last year
- [ICASSP 2023] Prototype Knowledge Distillation for Medical Segmentation with Missing Modality☆56Updated 9 months ago
- This is the official code of MICCAI23 paper "Source-Free Domain Adaptation for Medical Image Segmentation via Prototype-Anchored Feature …☆35Updated 2 years ago
- Code for [IEEE-TMI] Domain and Content Adaptive Convolution based Multi-Source Domain Generalization for Medical Image Segmentation.☆40Updated 3 years ago
- [MICCAI'21] Source-Free domain adaptive fundus image segmentation with denoised pseudo-labeling☆61Updated 3 years ago
- [MICCAI2024] "FedFMS: Exploring Federated Foundation Models for Medical Image Segmentation". A framework for fine-tuning SAM (Segment Any…☆59Updated 8 months ago
- [MICCAI 2023] Continual Learning for Abdominal Multi-Organ and Tumor Segmentation☆71Updated last year
- [CVPR2024] MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding an…☆59Updated 9 months ago
- code for our work: RFNet for Incomplete Multi-modal Brain Tumor Segmentation☆56Updated 3 years ago
- [IEEE-TMI'22] Causality-inspired Single-source Domain Generalization for Medical Image Segmentation (code&data-processing pipeline)☆109Updated 2 years ago
- [AAAI 2023] Official PyTorch implementation of the paper "SLAug: Rethinking Data Augmentation for Single-source Domain Generalization in …☆75Updated last year
- [MICCAI 2022] The official code for "mmFormer: Multimodal Medical Transformer for Incomplete Multimodal Learning of Brain Tumor Segmentat…☆127Updated last year
- Source-Free Domain Adaptation☆45Updated 2 years ago
- Code for [Pattern Recognition] Prompt Learning based Source-free Domain Adaptation for Medical Image Segmentation.☆29Updated 6 months ago
- Domain Adaptation and Generalization for Medical Image Analysis☆143Updated last year
- Code base for "On-the-Fly Test-time Adaptation for Medical Image Segmentation"☆28Updated 3 years ago
- [TMI'22] "AADG: Automatic Augmentation for Domain Generalization on Retinal Image Segmentation".☆71Updated last year
- Dual Contrastive Learning for Few-shot Medical Image Segmentation☆27Updated 2 years ago
- ☆55Updated 3 years ago
- [MICCAI 2023] Few-Shot Medical Image Segmentation via a Region-enhanced Prototypical Transformer☆58Updated 7 months ago
- Official repository for the paper "FedLPPA: Learning Personalized Prompt and Aggregation for Federated Weakly-supervised Medical Image Se…☆13Updated 5 months ago
- [CVPR‘22] Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization☆107Updated last year
- AAAI2023 Reducing Domain Gap in Frequency and Spatial domain for Cross-modality Domain Adaptation on Medical Image Segmentation☆28Updated 2 years ago
- ☆96Updated 2 months ago
- [MICCAI'22] Dynamic Bank Learning for Semi-supervised Federated Image Diagnosis with Class Imbalance☆19Updated 3 years ago
- [CVPR 2022] CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble Supervision☆97Updated 3 years ago
- ☆18Updated last year
- [MICCAI 2023] ECL: Class-Enhancement Contrastive Learning for Long-tailed Skin Lesion Classification☆27Updated last year
- [MICCAI 2023] GRACE: Enhancing Federated Learning for Medical Imaging with Generalized and Personalized Gradient Correction☆17Updated 2 years ago