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The Convergence of Federated Learning and Healthcare 5 0 and Beyond A New Era of Intelligent Health Systems | 23.71 MB
Title: The Convergence of Federated Learning and Healthcare 5.0 and Beyond: A New Era of Intelligent Health Systems
Author: Wasswa Shafik
Category: Nonfiction, Computers, Advanced Computing, Artificial Intelligence, Science & Nature, Technology, Engineering, Health & Well Being, Medical
Language: English | 879 Pages | ISBN: 9783032039859
Description:
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.
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