The Convergence of Federated Learning and Healthcare 5.0 and, Fester Einband
The Convergence of Federated Learning and Healthcare 5.0 and
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- Herausgeber:
- Wasswa Shafik, Pushan Kumar Dutta, Priyadarshini Pattanaik
- Verlag:
- Springer-Verlag GmbH, 01/2026
- Einband:
- Fester Einband
- ISBN-13:
- 9783032039842
- Artikelnummer:
- 12372600
- Erscheinungstermin:
- 15.1.2026
Klappentext
This book introduces a novel integration of Federated Learning with the vision of Healthcare 5.0 to enable secure, adaptive, and intelligent health systems. It presents cutting-edge frameworks that support decentralized model training across medical institutions while preserving patient privacy and ensuring compliance with data regulations.
Focusing on real-world use cases, such as predictive diagnostics, edge-based patient monitoring, personalized medicine, and surgical robotics, it bridges theoretical advances with practical implementations. This book provides deep insights into the design of scalable, privacy-preserving artificial intelligence infrastructures suited for cross-institutional collaboration.
It is designed for artificial intelligence researchers, digital health architects, healthcare technologists, and policy advisors. This supports the development of human-centric, resilient, and interoperable smart healthcare ecosystems.