[npj Digital Medicine'21] Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational validation study. (Nature publishing group)
☆36Aug 19, 2021Updated 4 years ago
Alternatives and similar repositories for FL-COVID
Users that are interested in FL-COVID are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [MICCAI'22] Dynamic Bank Learning for Semi-supervised Federated Image Diagnosis with Class Imbalance☆19Aug 18, 2022Updated 3 years ago
- [AAAI'22] HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images☆91Jul 19, 2022Updated 3 years ago
- Repository containing notebooks that implement different Federated Learning algorithms using PyTorch☆12May 17, 2021Updated 5 years ago
- [MICCAI 2023] GRACE: Enhancing Federated Learning for Medical Imaging with Generalized and Personalized Gradient Correction☆17Jun 29, 2023Updated 2 years ago
- [IEEE JBHI'20] Contrastive Cross-site Learning with Redesigned Net for COVID-19 CT Classification☆53Mar 9, 2021Updated 5 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- [TMI'20] Unpaired Multi-modal Segmentation via Knowledge Distillation☆116Mar 24, 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
- [ICLR'21] FedBN: Federated Learning on Non-IID Features via Local Batch Normalization☆274Nov 13, 2025Updated 6 months ago
- code for "Multi-modality contrastive learning for sarcopenia screening from hip X-rays and clinical information" in MICCAI 2023☆17Dec 3, 2025Updated 5 months ago
- Salient Objects in Clutter, arXiv, 2021 (ECCV2018 extenstion).☆11Jun 17, 2021Updated 4 years ago
- Papers related to federated learning for recommender system☆32Apr 25, 2021Updated 5 years ago
- Official TensorFlow implementation of Federated Learning of Generative Image Priors for MRI Reconstruction (FedGIMP)☆15Apr 3, 2022Updated 4 years ago
- Model-Contrastive Federated Learning (CVPR 2021)☆298Jun 27, 2022Updated 3 years ago
- Code for the paper "Test-time adaptable neural networks for robust medical image segmentation"☆49Jun 18, 2020Updated 5 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- reading list for deep learning —— PHD life☆31Nov 26, 2020Updated 5 years ago
- Healthcare-Researcher-Connector Package: Federated Learning tool for bridging the gap between Healthcare providers and researchers☆17Oct 1, 2020Updated 5 years ago
- Domain Generalization for Mammography Detection via Multi-style and Multi-view Contrastive Learning☆15Sep 22, 2021Updated 4 years ago
- ☆31Mar 12, 2023Updated 3 years ago
- ☆19Jun 11, 2021Updated 4 years ago
- ☆14May 16, 2024Updated 2 years ago
- This repository includes the official project of SplitAVG, from our paper "SplitAVG: A heterogeneity-aware federated deep learning method…☆22Dec 9, 2023Updated 2 years ago
- A simple Asynchronous Federated Learning!☆11Dec 24, 2024Updated last year
- A list of papers on Federated Deep Learning in Healthcare, in particular, algorithms Deep Learning with Medical Imaging.☆34Sep 21, 2020Updated 5 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- impelmentation of https://arxiv.org/pdf/2001.05647.pdf☆39Dec 3, 2020Updated 5 years ago
- An implementaion of PyTorch UNet segmentation model on VOC2012 dataset☆10Mar 1, 2023Updated 3 years ago
- Code for the paper 'Generative Adversarial Network based Synthesis for Supervised Medical Image Segmentation'☆17Jan 9, 2018Updated 8 years ago
- [MICCAI'22] Test-time Adaptation with Calibration of Medical Image Classification Nets for Label Distribution Shift☆21Oct 28, 2022Updated 3 years ago
- Multi-institutional Collaborations for Improving Deep Learning-based Magnetic Resonance Image Reconstruction Using Federated Learning☆46Jun 15, 2022Updated 3 years ago
- Federated learning used to detect credit card fraud☆13Jun 23, 2020Updated 5 years ago
- Position Coupling: Improving Length Generalization of Arithmetic Transformers Using Task Structure (NeurIPS 2024) + Arithmetic Transfor…☆14Oct 26, 2025Updated 6 months ago
- Salvaging Federated Learning by Local Adaptation☆56Jul 25, 2024Updated last year
- ☆12Dec 9, 2020Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Official Code for Large-vocabulary forensic pathological analyses via prototypical cross-modal contrastive learning☆19Jul 24, 2025Updated 9 months ago
- This course introduced me to three cutting-edge technologies for privacy-preserving AI: Federated Learning, Differential Privacy, and Enc…☆11Sep 2, 2019Updated 6 years ago
- A simulation showcasing federated learning with homomorphic encryption☆10Sep 24, 2023Updated 2 years ago
- TensorFlow experiment codes of XOR Mixup: Privacy-Preserving Data Augmentation for One-Shot Federated Learning (FL' ICML 2020)☆13Aug 10, 2020Updated 5 years ago
- Code accompanying the paper "Fighting Class Imbalance with Contrastive Learning" (MICCAI2021)☆10Nov 24, 2021Updated 4 years ago
- This Repo contains the updated implementation of our paper "Weakly supervised 3D classification of chest CT using aggregated multi-resolu…☆26Jun 18, 2020Updated 5 years ago
- EfficientNet model is fine-tuned on facial expressions to detect 6 of the basic emotions☆11May 27, 2021Updated 4 years ago