A Federated Learning implementation to diagnose 2 acute inflammations of bladder.. This medical dataset truly needs privacy! Because we cannot divulge the sexually-transmitted diseases of patient
☆40Nov 16, 2019Updated 6 years ago
Alternatives and similar repositories for Federated-Learning-on-Hospital-Data
Users that are interested in Federated-Learning-on-Hospital-Data are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The implementation of our paper Fed-TDA☆15Jan 11, 2023Updated 3 years ago
- Dopamine: Differentially Private Federated Learning on Medical Data (AAAI - PPAI)☆75Feb 9, 2025Updated last year
- An implementation of pneumonia medical X-ray image classification problem using Federated Learning in PySyft.☆13Jun 16, 2019Updated 7 years ago
- Implementation of FedAvg, FedProx and qFedAvg using PyTorch☆18Apr 2, 2024Updated 2 years ago
- A list of papers on Federated Deep Learning in Healthcare, in particular, algorithms Deep Learning with Medical Imaging.☆35Sep 21, 2020Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- A curated list of Federated Learning papers/articles and recent advancements.☆106Feb 9, 2026Updated 6 months ago
- This course introduced me to three cutting-edge technologies for privacy-preserving AI: Federated Learning, Differential Privacy, and Enc…☆11Sep 2, 2019Updated 7 years ago
- Online Federated Learning.☆16Apr 26, 2021Updated 5 years ago
- Credit Approval Classification Deep Learning Model using Differential Drivacy, Secure Multi-Party Computation, and Federated Learning☆23Nov 22, 2022Updated 3 years ago
- Federated Learning for Computational Pathology - Medical Image Analysis☆49Feb 9, 2022Updated 4 years ago
- Official MICCAI 2022 Federated Learning for Healthcare Tutorial Repo☆14Dec 2, 2024Updated last year
- cyberdog_sim☆16Jul 9, 2024Updated 2 years ago
- Federated Learning and Membership Inference Attacks experiments on CIFAR10☆22Jan 29, 2020Updated 6 years ago
- ☆73Oct 3, 2023Updated 2 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.
- Federated learning used to detect credit card fraud☆12Jun 23, 2020Updated 6 years ago
- Federated Learning on Energy Dataset for load forecasting using clustering and sequential DNN methods☆14Sep 19, 2024Updated last year
- TensorFlow experiment codes of XOR Mixup: Privacy-Preserving Data Augmentation for One-Shot Federated Learning (FL' ICML 2020)☆13Aug 10, 2020Updated 6 years ago
- ☆16Aug 31, 2021Updated 5 years ago
- A native macOS DICOM medical image viewer built with SwiftUI. Multi-panel layouts, MPR reconstruction, and GPU-accelerated volume renderi…☆18Aug 22, 2026Updated 2 weeks ago
- Curated notebooks on how to train neural networks using differential privacy and federated learning.☆66Jan 15, 2021Updated 5 years ago
- ☆14Oct 29, 2020Updated 5 years ago
- Experiments of the DAI in Healthcare project - skin lesions images use case - using Flower☆17Jul 6, 2022Updated 4 years ago
- Use Deep Learning to complete signal modulation recognition comprised of I and Q☆16Sep 17, 2020Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Federated Learning package☆21Aug 16, 2021Updated 5 years ago
- [ACCV2024 (Oral)] Official pytorch implementation of X-RGen☆17Jan 20, 2025Updated last year
- Honest-but-Curious Nets: Sensitive Attributes of Private Inputs Can Be Secretly Coded into the Classifiers' Outputs (ACM CCS'21)☆17Jan 11, 2023Updated 3 years ago
- Code for Federated Neuromorphic Learning of Spiking Neural Networks for Low-Power Edge Intelligence☆18Dec 9, 2020Updated 5 years ago
- Simple simulation of federated learning (FedAvg) using Flower framework☆23Dec 8, 2021Updated 4 years ago
- A Java Hdfs client example and full Kerberos example for call hadoop commands directly in java code or on your local machine.☆13Nov 16, 2017Updated 8 years ago
- Federated Learning mini-framework with Keras☆35Oct 5, 2019Updated 6 years ago
- I try to use federated learning to re-design the computer vision model to make facial expression prediction☆17Feb 17, 2020Updated 6 years ago
- The ANTLR 3 Website☆14Aug 21, 2023Updated 3 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.
- ☆14Aug 10, 2018Updated 8 years ago
- ☆18May 30, 2025Updated last year
- Open-source code and data for ShadowNet(S&P Oakland'23)☆12Mar 11, 2024Updated 2 years ago
- Approach at solving the problem of Face Recognition using dimensionality reduction algorithms like PCA and LDA☆11Jan 16, 2018Updated 8 years ago
- [npj Digital Medicine'21] Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational val…☆36Aug 19, 2021Updated 5 years ago
- can calculate the Hessian matrix and/or its spectrum for simple neural nets☆11May 7, 2018Updated 8 years ago
- ☆13Feb 16, 2023Updated 3 years ago