Browse studies, page 356
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- A Systematic Review of Federated Learning in the Healthcare Area: From the Perspective of Data Properties and Applications Applied Sciences, 2021
- Blockchain Meets Federated Learning in Healthcare: A Systematic Review With Challenges and Opportunities IEEE Internet of Things Journal, 2023
- The Applications of Federated Learning Algorithm in the Federated Cloud Environment: A Systematic Review 2024
- Differentially Private Federated Learning: A Systematic Review arXiv (Cornell University), 2024
- Differentially Private Federated Learning: A Systematic Review ACM Computing Surveys, 2026
- A Systematic Review on Federated Learning in Medical Image Analysis IEEE Access, 2023
- A systematic review of federated learning applications for biomedical data PLOS Digital Health, 2022
- Federated Learning for Healthcare: Systematic Review and Architecture Proposal ACM Transactions on Intelligent Systems and Technology, 2022
- Securing federated learning with blockchain: a systematic literature review Artificial Intelligence Review, 2022
- Federated Learning in a Medical Context: A Systematic Literature Review ACM Transactions on Internet Technology, 2021
- Privacy-Preserving and Explainable Federated Learning for Multi-Hospital Clinical Decision Support: A Narrative Review and Proposed Framework Journal of Primeasia, 2024
- Utilising blockchain technology and federated learning on the internet of vehicles for the preservation of security and privacy: systematic review International Journal of Web and Grid Services, 2024
- Perception: A Systematic Review of Federated Learning for Privacy-Preserving Detection of Mixed Road Users in Intelligent Transportation Systems (ITS) International Journal of Development Mathematics (IJDM), 2025
- Privacy-Preserving Federated Learning for Critical Infrastructure: A Systematic Review of Security Threat Models, Deployment Patterns, And Governance 2026
- Federated Learning for Privacy-Preserving Sentiment Analysis in Distributed Electronic Health Record Environments: A Systematic Literature Review Journal of Information Systems and Informatics, 2026
- Federated learning in obstetrics and gynaecology: A systematic review of applications, architectures, privacy frameworks, and clinical translation challenges Informatics in Medicine Unlocked, 2026
- Federated Learning Architectures for Mental Health Data: A Systematic Review of Privacy-Preserving Approaches and Clinical Efficacy International Conference on Sustainable Communication Networks and Application (ICSCNA), 2025
- Blockchain enabled federated learning for privacy preserving medical data processing in healthcare as a systematic literature review Discover Computing, 2026
- Federated Learning for Privacy-Preserving Threat Detection in Massive IOT Ecosystems: A Systematic Literature Review Zenodo (CERN European Organization for Nuclear Research), 2026
- The IoMT Security Trilemma: A Systematic Review of Privacy, Utility, and Resource Efficiency in Federated Edge Learning 2026
- Privacy-Preserving Federated Learning in Medical AI: A Systematic Review of Techniques, Challenges, and the Clinical Deployment Gap Artificial Intelligence and Machine Learning Review, 2024
- Blockchain-Based Federated Learning: A Systematic Literature Review of Attacks, Privacy Preservation, and System Integration 2025
- Federated Learning for Privacy-Preserving Intrusion Detection: A Systematic Review, Taxonomy, Challenges and Future Directions Journal of Information Systems and Telecommunication (JIST), 2026
- Lightweight LLMs in Mental Healthcare: Systematic Review of Federated Learning, Compression, and Privacy Enhancement IEEE International Conference on Blockchain and Distributed Systems Security (ICBDS), 2025
- Federated learning in edge AI: a systematic review of applications, privacy challenges, and preservation techniques Indonesian Journal of Electrical Engineering and Computer Science, 2025
- Learning Where the Data Lives: A Narrative Review of Federated Learning from Differential Privacy to the Open Problems Zenodo (CERN European Organization for Nuclear Research), 2026
- A Narrative Review of Privacy Preserving Artificial Intelligence in Nursing Practice Through Federated Learning Viva Medika Jurnal Kesehatan Kebidanan dan Keperawatan, 2026
- Federated Learning Approach in Medicine: Enhancing Privacy and Model Quality: A Narrative Review Konuralp Tıp Dergisi, 2025
- Privacy, Security, and Trust Challenges in Federated Learning: A Systematic Review and Future Research Agenda Journal of Computer and Communications, 2026
- A Systematic Review of Privacy Threats in Federated Learning with Healthcare Data Computers, materials & continua/Computers, materials & continua (Print), 2026
- Federated Learning Trade-Offs: A Systematic Review of Privacy Protection and Performance Optimization International Journal of Innovative Research in Computer and Communication Engineering, 2023
- A systematic review of preserving privacy in federated learning: a reflective report - a comprehensive analysis International Engineering Journal For Research & Development, 2017
- Systematic Review of Privacy Preservation in Federated Learning for Secured Healthcare Applications Information, 2026
- Privacy‐Preserving Federated Learning in Medical Imaging: A Systematic Review Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery, 2026
- Privacy Threats and Countermeasures in Federated Learning for Internet of Things: A Systematic Review arXiv (Cornell University), 2024
- Data Privacy Preservation with Federated Learning: A Systematic Review International Journal of Data Science and Big Data Analytics, 2024
- A systematic review on privacy preservation in federated learning International Journal of Information Security, 2026
- Federated Learning in Smart Healthcare: A Survey of Applications, Challenges, and Future Directions Electronics, 2025
- Integration of Federated Learning and Blockchain in Health Care: Tutorial on Medical Data, Architectures, Privacy, Security, and Regulatory Compliance Journal of Medical Internet Research, 2024
- Systematic Analysis of Federated Learning Approaches for Intrusion Detection in the Internet of Things Environment IEEE Access, 2025
- Survey of Multimodal Federated Learning: Exploring Data Integration, Challenges, and Future Directions IEEE Open Journal of the Communications Society, 2025
- Quantum federated learning: a comprehensive literature review of foundations, challenges, and future directions Quantum Machine Intelligence, 2025
- Landscape of machine learning evolution: privacy-preserving federated learning frameworks and tools Artificial Intelligence Review, 2024
- Balancing privacy and performance in federated learning: A systematic literature review on methods and metrics J. Parallel Distributed Comput., 2024
- Federated Learning in radiomics: A comprehensive meta-survey on medical image analysis Comput. Methods Programs Biomed., 2025
- Advances in Federated Learning: Applications and Challenges in Smart Building Environments and Beyond De Computis, 2025
- Federated Learning for Cyber Physical Systems: A Comprehensive Survey IEEE Communications Surveys and Tutorials, 2025
- Privacy preserving and secure robust federated learning: A survey Concurrency and Computation, 2024
- Belt and Braces: When Federated Learning Meets Differential Privacy Communications of the ACM, 2024
- A scoping review of the governance of federated learning in healthcare npj Digital Medicine, 2025
- A Systematic Literature Review of Robust Federated Learning: Issues, Solutions, and Future Research Directions ACM Computing Surveys, 2025
- A Comprehensive Survey on Communication-Efficient Federated Learning in Mobile Edge Environments IEEE Communications Surveys and Tutorials, 2025
- When Federated Learning Meets Quantum Computing: Survey and Research Opportunities IEEE Communications Surveys and Tutorials, 2025
- A Survey on the use of Federated Learning in Privacy-Preserving Recommender Systems IEEE Open Journal of the Computer Society, 2024
- Federated learning for privacy-preserving multi-center tuberculosis diagnosis using chest imaging data Indian Journal of Tuberculosis, 2025
- Federated Learning for Medical Image Analysis: Privacy-Preserving Paradigms and Clinical Challenges Transactions on Artificial Intelligence, 2025
- Federated Learning: Decentralized Machine Learning for Privacy Preservation International Journal of Emerging Trends in Information Technology (IJEIT), 2025
- An Overview of Trustworthy AI: Advances in IP Protection, Privacy-Preserving Federated Learning, Security Verification, and GAI Safety Alignment IEEE Journal on Emerging and Selected Topics in Circuits and Systems, 2024
- Privacy Preserving Federated Learning in Medical Imaging with Uncertainty Estimation arXiv.org, 2024
- Advancing Power System Services With Privacy-Preserving Federated Learning Techniques: A Review IEEE Access, 2024
- Survey on Privacy-Preserving Techniques for Federated Learning Proceedings of the 2nd International Conference on Data Science and Engineering, 2025
- Federated Learning for Healthcare: Balancing Data Privacy and Model Accuracy American Journal of Computer Engineering, 2025
- Privacy-preserved and Responsible Recommenders: From Conventional Defense to Federated Learning and Blockchain ACM Computing Surveys, 2024
- Enhancing trust and privacy in distributed networks: a comprehensive survey on blockchain-based federated learning Knowledge and Information Systems, 2024
- Federated Learning for Privacy-Preserving Energy Management in Distributed Power Systems 2025 IEEE 13th International Conference on Smart Energy Grid Engineering (SEGE), 2025
- A Survey on Heterogeneity Taxonomy, Security and Privacy Preservation in the Integration of IoT, Wireless Sensor Networks and Federated Learning Italian National Conference on Sensors, 2024
- A multifaceted survey on privacy preservation of federated learning: progress, challenges, and opportunities Artificial Intelligence Review, 2024
- Advancements in securing federated learning with IDS: a comprehensive review of neural networks and feature engineering techniques for malicious client detection Artificial Intelligence Review, 2025
- Advancing Intrusion Detection in V2X Networks: A Comprehensive Survey on Machine Learning, Federated Learning, and Edge AI for V2X Security IEEE transactions on intelligent transportation systems (Print), 2025
- Federated Learning for Enhanced Cybersecurity and Trustworthiness in 5G and 6G Networks: A Comprehensive Survey IEEE Open Journal of the Communications Society, 2025
- Privacy-Aware AI in cloud-telecom convergence: A federated learning framework for secure data sharing International Journal of Science and Research Archive, 2025
- Federated Learning: An Approach for Managing Data Privacy and Security in Collaborative Learning Recent Advances in Electrical & Electronic Engineering (Formerly Recent Patents on Electrical & Electronic Engineering), 2025
- Privacy-preserving machine learning: a review of federated learning techniques and applications International Journal of Scientific World, 2025
- Federated learning for digital twin applications: a privacy-preserving and low-latency approach PeerJ Computer Science, 2025
- From Centralized to Decentralized Federated Learning: Theoretical Insights, Privacy Preservation, and Robustness Challenges arXiv.org, 2025
- Systematic review of privacy-preserving Federated Learning in decentralized healthcare systems Franklin Open, 2025
- On the Security and Privacy of Federated Learning: A Survey with Attacks, Defenses, Frameworks, Applications, and Future Directions arXiv.org, 2025
- mHealth Systems Need a Privacy-by-Design Approach: Commentary on “Federated Machine Learning, Privacy-Enhancing Technologies, and Data Protection Laws in Medical Research: Scoping Review” Journal of Medical Internet Research, 2023
- Federated Learning-Enabled Privacy-Preserving Analytics Framework for Multi-Cloud Data Environments International Conference Emerging Trends Engineering, Science and Technology, 2025
- Federated learning for privacy-preserving healthcare data sharing: enabling global AI collaboration American Journal of Scholarly Research and Innovation, 2025
- Recent Advances in Federated Learning for Connected Autonomous Vehicles: Addressing Privacy, Performance, and Scalability Challenges IEEE Access, 2025
- A Survey on Privacy and Security in Distributed Cloud Computing: Exploring Federated Learning and Beyond IEEE Open Journal of the Communications Society, 2025
- Federated learning models for privacy-preserving AI in enterprise decision systems International Journal of Business and Economics Insights, 2025
- Privacy and Security Challenges in Federated Learning for UAV Systems: A Systematic Review IEEE Access, 2025
- Federated Learning for Privacy-Preserving Cybersecurity: A Review on Secure Threat Detection International Journal of Advanced Research in Science, Communication and Technology, 2025
- Synergizing Intelligence and Privacy: A Review of Integrating Internet of Things, Large Language Models, and Federated Learning in Advanced Networked Systems Applied Sciences, 2025
- Federated Learning: A Survey on Privacy-Preserving Collaborative Intelligence arXiv.org, 2025
- Blockchain-Based Privacy-Enhancing Federated Learning in Smart Healthcare: A Survey Blockchains, 2025
- A Review on Federated Learning Architectures for Privacy-Preserving AI: Lightweight and Secure Cloud–Edge–End Collaboration Electronics, 2025
- Federated Learning in Healthcare: From Research to Real-World Deployment Annual review of biomedical engineering, 2026
- Multimodal artificial intelligence and machine learning in oncology: from data integration to precision cancer care Frontiers in digital health, 2026
- ICDMS: Integrating multimodal data for intelligent clinical decision-making in healthcare: Current trends and future directions Scottish medical journal, 2026
- Foundation models for cardiovascular diseases and medicine European heart journal. Digital health, 2026
- A clinically grounded taxonomy and systematic review of artificial intelligence for cardiovascular diagnosis: From machine learning to multimodal and agentic systems Computers in biology and medicine, 2026
- Targeting Airway Remodeling in Severe Asthma: Is There a Window of Opportunity for Biologic Therapy Predicting Effects Using Causal Artificial Intelligence? Allergy, 2026
- Research and application of machine learning models based on multimodal big data for precise transfusion management in acute myeloid leukaemia Transfusion medicine (Oxford, England), 2026
- Governing Privacy-Preserving Face Recognition in Transport Infrastructures: A Comprehensive Review Sensors (Basel, Switzerland), 2026
- From severity scoring to predictive analytics: the emerging role of AI in neurosurgery Frontiers in neurology, 2026
- Rethinking Privacy in Medical Imaging AI: From Metadata and Pixel-level Identification Risks to Federated Learning and Synthetic Data Challenges Radiology. Artificial intelligence, 2026
- Current challenges for global equity related to the implementation of artificial intelligence in pediatric imaging Pediatric radiology, 2026
