icon-lab / FedGIMPLinks
Official TensorFlow implementation of Federated Learning of Generative Image Priors for MRI Reconstruction (FedGIMP)
☆15Updated 3 years ago
Alternatives and similar repositories for FedGIMP
Users that are interested in FedGIMP are comparing it to the libraries listed below
Sorting:
- One Model to Unite Them All: Personalized Federated Learning of Multi-Contrast MRI Synthesis (pFLSynth)☆27Updated last year
- The official Tensorflow implementation of the paper "Learning Unified Hyper-network for Multi-modal MR Image Synthesis and Tumor Segmenta…☆12Updated 2 years ago
- Multi-institutional Collaborations for Improving Deep Learning-based Magnetic Resonance Image Reconstruction Using Federated Learning☆46Updated 3 years ago
- [MICCAI 2023] GRACE: Enhancing Federated Learning for Medical Imaging with Generalized and Personalized Gradient Correction☆17Updated 2 years ago
- 【IEEE TMI 2022】Specificity-Preserving Federated Learning for MR Image Reconstruction☆45Updated 3 years ago
- ☆10Updated 2 years ago
- impelmentation of https://arxiv.org/pdf/2001.05647.pdf☆37Updated 4 years ago
- [ECCV 2022] Personalizing Federated Medical Image Segmentation☆49Updated 2 years ago
- The source code of FedDis☆21Updated 3 years ago
- ☆41Updated 2 years ago
- Pytorch implementation of MICCAI-2022 paper, Domain-adaptive 3D Medical Image Synthesis: An Efficient Unsupervised Approach https://arxiv…☆21Updated 3 years ago
- ☆16Updated 3 years ago
- AE-GAN☆24Updated 2 years ago
- ☆21Updated 3 years ago
- Self-supervised federated learning for medical imaging - IEEE TMI☆75Updated last year
- [MICCAI2024] "FedFMS: Exploring Federated Foundation Models for Medical Image Segmentation". A framework for fine-tuning SAM (Segment Any…☆63Updated 9 months ago
- [npj Digital Medicine'21] Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational val…☆37Updated 4 years ago
- 2D U-Net implementation in PyTorch for segmenting brain-tumour sub-regions based on data provided by BraTS 2020☆20Updated 4 years ago
- A python (PyTorch) implementation of federated multi-encoding U-Net (Fed-MENU) method for federated learning-based multi-organ segmentati…☆15Updated last year
- ☆16Updated last year
- Official implementation for MICCAI 2021 paper "Federated Semi-supervised Medical Image Classification via Inter-client Relation Matching"☆49Updated 2 years 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
- Self-Paced Contrastive Learning for Semi-supervised Medical Image Segmentation with Meta-labels for neurips 2021☆27Updated 3 years ago
- [MICCAI 2021] Official Implementation for "MT-UDA: Towards Unsupervised Cross-modality Medical Image Segmentation with Limited Source Lab…☆32Updated 3 years ago
- [MIA' 22] Source free domain adaptation for medical image segmentation with fourier style mining☆49Updated last year
- Automated machine learning can facilitate the early diagnosis and timely treatment of diabetic retinopathy. Following the 1st Diabetic Re…☆59Updated 2 years ago
- MProtoNet: A Case-Based Interpretable Model for Brain Tumor Classification with 3D Multi-parametric Magnetic Resonance Imaging☆15Updated last year
- [IEEE TMI 2022] Official Implementation for "LE-UDA: Label-efficient unsupervised domain adaptation for medical image segmentation"☆11Updated last year
- ☆13Updated last year
- MICCAI2020: self domain adapted network☆17Updated 4 years ago