Official implementation for MICCAI 2021 paper "Federated Semi-supervised Medical Image Classification via Inter-client Relation Matching"
☆51Jun 5, 2023Updated 3 years ago
Alternatives and similar repositories for FedIRM
Users that are interested in FedIRM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- CVPR 2022: RSCFed: Random Sampling Consensus Federated Semi-supervised Learning☆49Jul 7, 2022Updated 4 years ago
- [TMI'20] Semi-supervised Medical Image Classification with Relation-driven Self-ensembling Model☆135Feb 9, 2021Updated 5 years ago
- The implementation of "Semi-supervised Medical Image Classification with Global Latent Mixing". [MICCAI2020]☆23Sep 5, 2023Updated 3 years ago
- [CVPR'21] FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space☆263Apr 1, 2021Updated 5 years ago
- Benchmarking Semi-supervised Federated Learning☆54Aug 14, 2022Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [MICCAI'22] Dynamic Bank Learning for Semi-supervised Federated Image Diagnosis with Class Imbalance☆20Aug 18, 2022Updated 4 years ago
- [ECCV 2022] Personalizing Federated Medical Image Segmentation☆50Mar 1, 2023Updated 3 years ago
- This is a research project about how to do medical image classification on small dataset by deep learning The pdf is the report. The VGG1…☆11Nov 23, 2018Updated 7 years ago
- The source code of 'Categorical Relation-Preserving Contrastive Knowledge Distillation for Medical Image Classification' (MICCAI 2021)☆19Sep 17, 2021Updated 5 years ago
- [TMI'20] Multi-Site Network for Improving Prostate Segmentation with Heterogeneous MRI Data☆64Jul 1, 2020Updated 6 years ago
- Poisoning Deep Learning based Recommender Model in Federated Learning Scenarios☆20Apr 27, 2022Updated 4 years ago
- A study in multi-center imaging diagnostics, emphasizing on the modality of cardiovascular magnetic resonance and the prediction of hyper…☆10Jul 14, 2021Updated 5 years ago
- impelmentation of https://arxiv.org/pdf/2001.05647.pdf☆39Dec 3, 2020Updated 5 years ago
- Code for "ACPL: Anti-curriculum Pseudo-labelling for Semi-supervised Medical Image Classification" [CVPR 2022]☆76Nov 11, 2022Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- [IEEE TMI'22] DLTTA: Dynamic Learning Rate for Test-time Adaptation on Cross-domain Medical Images☆19Apr 11, 2023Updated 3 years ago
- Federated Learning based Deep Learning. Docs: https://fets-ai.github.io/Front-End/☆95Feb 28, 2024Updated 2 years ago
- The repo for the FeTS Challenge☆58Sep 9, 2025Updated last year
- Here is the official implementation of the model KD3A in paper "KD3A: Unsupervised Multi-Source Decentralized Domain Adaptation via Knowl…☆119Aug 30, 2022Updated 4 years ago
- ☆27Feb 4, 2021Updated 5 years ago
- ☆10Dec 21, 2021Updated 4 years ago
- [MICCAI'20] Shape-aware Meta-learning for Generalizing Prostate MRI Segmentation to Unseen Domains & A Well-organized Multi-site Dataset☆132Aug 5, 2020Updated 6 years ago
- [MICCAI 2023] DiffMIC: Dual-Guidance Diffusion Network for Medical Image Classification☆173Aug 3, 2026Updated 3 months ago
- Multi-Modal Learning from Unpaired Images: Application to Multi-Organ Segmentation in CT and MRI.☆27Nov 15, 2018Updated 7 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Official Released code for Challenge SegSTRONG-C: Segmenting Surgical Tools Robustly On Non-adversarial Generated Corruptions☆26May 11, 2026Updated 5 months ago
- A PyTorch based repository for Federate Learning with Differential Privacy☆19Mar 3, 2023Updated 3 years ago
- Domain Generalization via Model-Agnostic Learning of Semantic Features☆151Mar 24, 2023Updated 3 years ago
- Practical One-Shot Federated Learning for Cross-Silo Setting☆42May 21, 2021Updated 5 years ago
- [AAAI'22] HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images☆91Jul 19, 2022Updated 4 years ago
- Semi-supervised Meta-learning with Disentanglement for Domain-generalised Medical Image Segmentation☆36Nov 2, 2021Updated 5 years ago
- [NeurIPS 2020] Disentangling Human Error from the Ground Truth in Segmentation of Medical Images☆75Apr 25, 2023Updated 3 years ago
- This repo is the official implementation of TMI2024 paper "Prompt-driven Latent Domain Generalization for Medical Image Classification".☆27Oct 17, 2025Updated last year
- [TMI'20] Unpaired Multi-modal Segmentation via Knowledge Distillation☆117Mar 24, 2023Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Code for "Boosting Semi-supervised Image Segmentation with Global and Local Mutual Information Regularization"☆13Jul 14, 2021Updated 5 years ago
- ☆23Jul 19, 2021Updated 5 years ago
- PyTorch implementation of 'Squeeze and Excite' Guided Few Shot Segmentation of Volumetric Scans☆115Oct 14, 2019Updated 7 years ago
- Federated principal component analysis (FPCA) is my master thesis, which aims to adapt PCA in a federated learning setting. The technique…☆12Apr 5, 2024Updated 2 years ago
- ☆24Mar 31, 2021Updated 5 years ago
- [NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations☆244Jul 25, 2024Updated 2 years ago
- Code for Paper: Multi Scale Curriculum CNN for Context-Aware Breast MRI Malignancy Classification☆46Feb 5, 2020Updated 6 years ago