Browse studies, page 362
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- FedEdgeR: federated and privacy-preserving edgeR for differential gene expression analysis bioRxiv : the preprint server for biology, 2026
- Privacy-Preserving Federated Learning for Building Energy Forecasting: A Differential Privacy Analysis of Aggregation Strategies 2026
- A Novel Approach for Conducting Asynchronous Federated Learning with Blockchain Integration 2026
- Federated Learning Framework with Differential Privacy over Homomorphic Vector Encryption for Data-Sensitive Applications 2026
- FL-GWO: A Federated Learning and Grey Wolf Optimization Framework for Blockchain-Assisted Trust Management in Decentralized IoT-Edge Systems 2026
- Differential Privacy Synthetic Tabular Data Generation for Federated Learning 2026
- Smart Cities AVNs: Transparent and Privacy-Preserving Cyber Attack Prediction with Explainable Federated Feature Selection 2026
- Reputation-Driven Federated Learning: Enhancing Trust in Healthcare Data Sharing with Blockchain 2026
- FOIN: A Federated Multi-Organoid Intelligence Architecture using Combinatorial Graph Modelling 2026
- A Privacy-Preserving Federated Grey Wolf Optimization and Blockchain Framework for Trust Management in Decentralized 6G Edge Networks 2026
- Beyond Dirichlet Alpha: Realized Client Heterogeneity for Privacy–Utility–Fairness Evaluation in Federated Learning 2026
- Vertical Federated Learning in Medical AI: Concepts, Advances, and Challenges 2026
- Privacy Preserving Disease Prediction Across Multiple Hospitals Using CKKS Based Homomorphic Federated Learning 2026
- SPM-FL: A Federated Learning Privacy Protection Mechanism Based on Local Differential Privacy Research Square, 2024
- A Scalable and Transferable Federated Learning System for Classifying Healthcare Sensor Data IEEE journal of biomedical and health informatics, 2023
- Federated nnU-Net for privacy-preserving medical image segmentation Scientific reports, 2025
- Privacy-by-Design with Federated Learning will drive future Rare Disease Research Journal of neuromuscular diseases, 2026
- PPML-Omics: A privacy-preserving federated machine learning method protects patients' privacy in omic data Science advances, 2024
- Exploring the Relationship Between Privacy and Utility in Mobile Health: Algorithm Development and Validation via Simulations of Federated Learning, Differential Privacy, and External Attacks Journal of medical Internet research, 2023
- Divide-and-conquer the NAS puzzle in resource-constrained federated learning systems Neural networks : the official journal of the International Neural Network Society, 2023
- A Federated Learning-Inspired Evolutionary Algorithm: Application to Glucose Prediction Sensors (Basel, Switzerland), 2023
- Cough Classification of Unknown Emerging Respiratory Disease with Federated Learning Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference, 2024
- Dynamically Synthetic Images for Federated Learning of medical images Computer methods and programs in biomedicine, 2023
- Federated Learning for Enhanced ECG Signal Classification with Privacy Awareness Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference, 2024
- The FeatureCloud Platform for Federated Learning in Biomedicine: Unified Approach Journal of medical Internet research, 2023
- FedScore: A privacy-preserving framework for federated scoring system development Journal of biomedical informatics, 2023
- Federated Learning in Healthcare: A Privacy Preserving Approach Studies in health technology and informatics, 2022
- Trusted Multi-Domain DDoS Detection Based on Federated Learning Sensors (Basel, Switzerland), 2022
- Machine learning for precision obstetrics: A comprehensive review of risk prediction models for hypertensive disorders and pregnancy-related syndromes Pregnancy hypertension, 2026
- Ethical Considerations in Patient Privacy and Data Handling for AI in Cardiovascular Imaging and Radiology Journal of imaging informatics in medicine, 2026
- Towards practical federated learning and evaluation for medical prediction models International journal of medical informatics, 2025
- MedShieldFL-a privacy-preserving hybrid federated learning framework for intelligent healthcare systems Scientific reports, 2025
- Towards Case-based Interpretability for Medical Federated Learning Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference, 2024
- Federated Learning for Privacy Preservation of Healthcare Data From Smartphone-Based Side-Channel Attacks IEEE journal of biomedical and health informatics, 2023
- Dynamic Asynchronous Anti Poisoning Federated Deep Learning with Blockchain-Based Reputation-Aware Solutions Sensors (Basel, Switzerland), 2022
- A Privacy and Energy-Aware Federated Framework for Human Activity Recognition Sensors (Basel, Switzerland), 2023
- Traceability in Federated Learning in Healthcare Studies in health technology and informatics, 2026
- Federated-Learning Based Privacy Preservation and Fraud-Enabled Blockchain IoMT System for Healthcare IEEE journal of biomedical and health informatics, 2023
- Blockchain-Based Federated Learning System: A Survey on Design Choices Sensors (Basel, Switzerland), 2023
- Artificial intelligence in pediatric endocrinology: clinical applications, governance, and future directions Current opinion in pediatrics, 2026
- Federated Learning for Privacy Preservation in Smart Healthcare Systems: A Comprehensive Survey IEEE journal of biomedical and health informatics, 2023
- A Federated Mining Approach on Predicting Diabetes-Related Complications: Demonstration Using Real-World Clinical Data AMIA ... Annual Symposium proceedings. AMIA Symposium, 2021
- Federated Learning in Medical Imaging: Part II: Methods, Challenges, and Considerations Journal of the American College of Radiology : JACR, 2022
- Freezing of Gait Detection Using Gramian Angular Fields and Federated Learning from Wearable Sensors Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference, 2025
- Toward Integrating Federated Learning With Split Learning via Spatio-Temporal Graph Framework for Brain Disease Prediction IEEE transactions on medical imaging, 2025
- Privacy-by-Design Environments for Large-Scale Health Research and Federated Learning from Data International journal of environmental research and public health, 2022
- Nuclei segmentation and classification from histopathology images using federated learning for end-edge platform PloS one, 2025
- Integration of Blockchain Technology and Federated Learning in Vehicular (IoT) Networks: A Comprehensive Survey Sensors (Basel, Switzerland), 2022
- FAItH: Federated Analytics and Integrated Differential Privacy with Clustering for Healthcare Monitoring Scientific reports, 2025
- Personalized and privacy-preserving federated heterogeneous medical image analysis with PPPML-HMI. Computers in biology and medicine, 2024
- FedSPL: federated self-paced learning for privacy-preserving disease diagnosis Briefings in bioinformatics, 2022
- Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society, 2024
- Federated learning in inflammatory bowel disease: The future of privacy-preserving Artificial Intelligence Best practice & research. Clinical gastroenterology, 2025
- Preserving privacy in big data research: the role of federated learning in spine surgery European spine journal : official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society, 2024
- DACFL: Dynamic Average Consensus-Based Federated Learning in Decentralized Sensors Network Sensors (Basel, Switzerland), 2022
- Federated Learning-Based Model for Predicting Mortality: Systematic Review and Meta-Analysis Journal of medical Internet research, 2025
- Privacy-Preserving Breast Cancer Classification: A Federated Transfer Learning Approach Journal of imaging informatics in medicine, 2024
- Optimized federated learning framework with RegNetZ and Swin-Transformer for multimodal pancreatic cancer detection1 Scientific reports, 2025
- Distributed Skin Lesion Analysis Across Decentralised Data Sources Studies in health technology and informatics, 2021
- Privacy-preserving blockchain-based federated learning for brain tumor segmentation Computers in biology and medicine, 2024
- Federated Mining of Interesting Association Rules Over EHRs Studies in health technology and informatics, 2021
- Privacy-preserving multicenter differential protein abundance analysis with FedProt Nature computational science, 2025
- Aggregation Strategy on Federated Machine Learning Algorithm for Collaborative Predictive Maintenance Sensors (Basel, Switzerland), 2022
- Blockchained Federated Learning for Privacy and Security Preservation: Practical Example of Diagnosing Cerebellar Ataxia Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference, 2022
- Blockchain Empowered Federated Learning Ecosystem for Securing Consumer IoT Features Analysis Sensors (Basel, Switzerland), 2022
- Flimma: a federated and privacy-aware tool for differential gene expression analysis Genome biology, 2021
- Mamba-fusion for privacy-preserving disease prediction Scientific reports, 2025
- Meta-Analysis and Federated Learning over Decentralized Distributed Research Networks Annual review of biomedical data science, 2025
- Federated Learning in Glaucoma: A Comprehensive Review and Future Perspectives Ophthalmology. Glaucoma, 2025
- A comparative study of federated learning methods for COVID-19 detection Scientific reports, 2024
- SecMDGM: Federated Learning Security Mechanism Based on Multi-Dimensional Auctions Sensors (Basel, Switzerland), 2022
- A Comprehensive Privacy-Preserving Federated Learning Scheme With Secure Authentication and Aggregation for Internet of Medical Things IEEE journal of biomedical and health informatics, 2024
- Privacy-Preserving Federated Learning for Internet of Medical Things Under Edge Computing IEEE journal of biomedical and health informatics, 2023
- DAG-Based Blockchain Sharding for Secure Federated Learning with Non-IID Data Sensors (Basel, Switzerland), 2022
- Federated learning for the pathogenicity annotation of genetic variants in multi-site clinical settings Bioinformatics (Oxford, England), 2025
- Federated Deep Learning for the Diagnosis of Cerebellar Ataxia: Privacy Preservation and Auto-Crafted Feature Extractor IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society, 2022
- FL-QSAR: a federated learning-based QSAR prototype for collaborative drug discovery Bioinformatics (Oxford, England), 2021
- Generalized genomic data sharing for differentially private federated learning Journal of biomedical informatics, 2022
- Analysis of federated learning on non-independent and identically distributed sleep data Physiological measurement, 2026
- Privacy-preserving Speech-based Depression Diagnosis via Federated Learning Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference, 2022
- Variation-Aware Federated Learning With Multi-Source Decentralized Medical Image Data IEEE journal of biomedical and health informatics, 2021
- DualMask: Federated optimization of privacy-utility-efficiency trilemma via orthogonal gradient perturbation and RL-optimized PSO. PloS one, 2025
- Recover User's Private Training Image Data by Gradient in Federated Learning Sensors (Basel, Switzerland), 2022
- A federated learning-based privacy-preserving image processing framework for brain tumor detection from CT scans Scientific reports, 2025
- A Decentralized Framework for Biostatistics and Privacy Concerns Studies in health technology and informatics, 2020
- Federated personalized random forest for human activity recognition Mathematical biosciences and engineering : MBE, 2022
- SCOR: A secure international informatics infrastructure to investigate COVID-19 Journal of the American Medical Informatics Association : JAMIA, 2020
- Federated Transfer Learning for EEG Signal Classification Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference, 2020
- Federated Deep Learning Architecture for Personalized Healthcare Studies in health technology and informatics, 2021
- A Review of Privacy Enhancement Methods for Federated Learning in Healthcare Systems International journal of environmental research and public health, 2023
- Federated learning in medicine: facilitating multi-institutional collaborations without sharing patient data Scientific reports, 2020
- Federated Learning With Privacy-Preserving Ensemble Attention Distillation IEEE transactions on medical imaging, 2023
- FeARH: Federated machine learning with anonymous random hybridization on electronic medical records Journal of biomedical informatics, 2021
- A federated graph neural network framework for privacy-preserving personalization Nature communications, 2022
- Privacy-preserving Federated Learning and Uncertainty Quantification in Medical Imaging Radiology. Artificial intelligence, 2025
- An Improved Infrastructure for Privacy-Preserving Analysis of Patient Data Studies in health technology and informatics, 2022
- Blockchain and homomorphic encryption based privacy-preserving model aggregation for medical images Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society, 2022
- Customized Federated Learning for Multi-Source Decentralized Medical Image Classification IEEE journal of biomedical and health informatics, 2022
- A Blockchain-Based Federated Learning Method for Smart Healthcare Computational intelligence and neuroscience, 2021
- Federated Learning in Medical Imaging: Part I: Toward Multicentral Health Care Ecosystems Journal of the American College of Radiology : JACR, 2022
