A list of papers on Federated Deep Learning in Healthcare, in particular, algorithms Deep Learning with Medical Imaging.
☆35Sep 21, 2020Updated 6 years ago
Alternatives and similar repositories for Federated-Learning-In-Healthcare
Users that are interested in Federated-Learning-In-Healthcare are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Using federated learning and CNNs to analyze X-ray images of Lungs and determining whether pneumonia is present.☆34Jul 20, 2019Updated 7 years ago
- Dopamine: Differentially Private Federated Learning on Medical Data (AAAI - PPAI)☆75Feb 9, 2025Updated last year
- A curated list of Federated Learning papers/articles and recent advancements.☆106Feb 9, 2026Updated 7 months ago
- A Federated Learning implementation to diagnose 2 acute inflammations of bladder.. This medical dataset truly needs privacy! Because we c…☆41Nov 16, 2019Updated 6 years ago
- [AAAI'22] HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images☆91Jul 19, 2022Updated 4 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.
- Supervised Learning approach to Detect Anomalies in Blockchain using Federated Learning☆33May 27, 2020Updated 6 years ago
- A Benchmark of Real-world Image Dataset for Federated Learning☆42Oct 9, 2019Updated 6 years ago
- Credit Approval Classification Deep Learning Model using Differential Drivacy, Secure Multi-Party Computation, and Federated Learning☆23Nov 22, 2022Updated 3 years ago
- An implementation of pneumonia medical X-ray image classification problem using Federated Learning in PySyft.☆13Jun 16, 2019Updated 7 years ago
- The code for paper FedCL: Federated Contrastive Learning for Multi-center Medical Image Classification.☆24Jun 8, 2023Updated 3 years ago
- ☆17Feb 14, 2021Updated 5 years ago
- Implementation of Federated Learning to Person Re-identification (Code for ACMMM 2020 paper)☆101Mar 30, 2023Updated 3 years ago
- Official codes for ACM CIKM '24 full paper: Tackling Noisy Clients in Federated Learning with End-to-end Label Correction☆24Feb 21, 2025Updated last year
- The implementation of "Continual Local Training for Better Initialization of Federated Models" (ICIP 2020).☆16May 27, 2020Updated 6 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.
- ☆18Aug 30, 2026Updated 3 weeks ago
- Classification of White Blood Cells in Peripheral Smear Images☆19Apr 28, 2022Updated 4 years ago
- Official implementation of the paper "From Optimization to Generalization: Fair Federated Learning against Quality Shift via Inter-Client…☆11Mar 13, 2025Updated last year
- [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
- Quick parcellation of cortical-segmentation images of human brain☆13Sep 14, 2025Updated last year
- Official codebase for FACMIC: Federated Adaptative CLIP Model for Medical Image Classification (Accepted at MICCAI 2024)☆14Jun 21, 2024Updated 2 years ago
- Colored Kimia Path24 Dataset: Configurations and Benchmarks with Deep Embeddings☆10Jun 6, 2024Updated 2 years ago
- Python package for easy sqlalchemy filtering databases using dataclasses or without them☆17Jul 17, 2025Updated last year
- Repository containing notebooks that implement different Federated Learning algorithms using PyTorch☆12May 17, 2021Updated 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.
- [MICCAI 2023] GRACE: Enhancing Federated Learning for Medical Imaging with Generalized and Personalized Gradient Correction☆17Jun 29, 2023Updated 3 years ago
- Federated learning used to detect credit card fraud☆12Jun 23, 2020Updated 6 years ago
- Lung cancer screening radiomics☆12May 20, 2026Updated 4 months ago
- Deep learning models for classifying ECG time series☆13Jul 28, 2022Updated 4 years ago
- A Multi-Dilation Convolutional Neural Network for Automatic COVID-19 and Other Pneumonia Detection from Chest X-ray Images with Transfera…☆11Jul 31, 2023Updated 3 years ago
- Code accompanying the paper "Fighting Class Imbalance with Contrastive Learning" (MICCAI2021)☆10Nov 24, 2021Updated 4 years ago
- ☆39Dec 8, 2022Updated 3 years ago
- federated-learning☆90Jan 10, 2023Updated 3 years ago
- Federated learning convolution neural network (FL-CNN) to detect mode of transport from Itinerum GPS trajectories.☆35Apr 25, 2019Updated 7 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.
- A Wumpus World in c# and prolog with a GUI☆14May 22, 2018Updated 8 years ago
- TraceFL is a novel mechanism for Federated Learning that achieves interpretability by tracking neuron provenance. It identifies clients r…☆10Nov 12, 2024Updated last year
- Learning data structures and algorithms☆10Sep 13, 2021Updated 5 years ago
- Online Federated Learning.☆16Apr 26, 2021Updated 5 years ago
- resnet_cifar10_cifar100_imagenet☆14Oct 30, 2018Updated 7 years ago
- [ISBI'20] Complementary Network with Adaptive Receptive Fields for Melanoma Segmentation☆14Dec 21, 2020Updated 5 years ago
- FedGroup, A Clustered Federated Learning framework based on Tensorflow☆42Dec 2, 2021Updated 4 years ago