Kommande
Data & IT
Integrating Cloud, Fog, and Edge Computing in Healthcare: Federated Learning and Blockchain Approaches
Naween Kumar • Shailendra Pratap Singh • Balamurugan Balusamy • Prithi Samuel • Chander Prabha
Inbunden
4569:-
This book discusses how Cloud, Fog, and Edge computing, alongside federated learning and blockchain, are revolutionizing healthcare systems by addressing the challenges of data management, privacy, and efficiency. Targeted at healthcare technology researchers, professionals, and advanced students, it explores how these technologies enhance patient care, data security, and organizational effectiveness. The book provides a detailed overview of how Cloud, Fog, and Edge computing work in healthcare, focusing on real-time data processing and secure data sharing. It covers integrating federated learning for privacy-preserving AI models, blockchain for ensuring data integrity, and the technical and regulatory challenges of implementing these systems in healthcare settings. Real-world case studies illustrate successful applications, while practical advice helps navigate common obstacles. A must-read for anyone involved in healthcare delivery, research, or policy, this book offers invaluable insights into the future of healthcare technology. It equips healthcare professionals and technologists with the knowledge to leverage these emerging tools to improve patient outcomes, safeguard electronic health records, and streamline healthcare delivery systems.
- Format: Inbunden
- ISBN: 9783031962646
- Språk: Engelska
- Utgivningsdatum: 2025-11-11
- Förlag: Springer International Publishing AG