AI and Data Science in Healthcare 5.0

著者名：Boubaker PhD, Olfa (EDT)

Academic Press（2026/01/20発売）

• 言語：ENG
• ISBN：9780443365560
• eISBN：9780443365577

Description

AI and Data Science in Healthcare 5.0 delves into the innovative developments in Healthcare 5.0, focusing on smart medical robots, devices, and connected hospitals. It explores the role of robotics in modern healthcare, including advanced wearables enhanced by deep learning. The volume also addresses the integration of blockchain technology, IoT, and cloud computing in healthcare, emphasizing real-time applications in precision healthcare. The discussion extends to energy optimization in smart hospitals, federated learning for IoMT networks, and advanced patient monitoring systems.The volume concludes with an overview of the future opportunities and challenges in Healthcare 5.0.- Offers an in-depth exploration of the latest innovations in Healthcare 5.0, highlighting the integration of smart medical robots, devices, and connected hospitals- Presents comprehensive coverage of the integration of blockchain technology, IoT, and cloud computing in healthcare, highlighting real-time applications in precision healthcare and energy optimization in smart hospitals- Discusses federated learning for IoMT networks, advanced patient monitoring systems, and an overview of future opportunities and challenges in Healthcare 5.0

Table of Contents

Foreword: Vision and Motivation for Healthcare 5.0Introduction: AI and Data Science Driving the Healthcare 5.0 RevolutionPart 1. Foundations and Concepts of Healthcare 5.01. Healthcare 5.0: Foundations, Technologies, and the Future of Human-Centered Intelligent Health SystemsPart 2. AI and Robotics in Surgery2. Deep Learning-Based Autonomous Robotic Retinal Surgery3. Robotic pancreatoduodenectomyPart 3. Core Technologies Enabling Healthcare 5.04. Federated Learning-based IoMT Networks for Improved Performance of Smart Health5. A Review on Integration of IoT and Cloud for Real-time Data Analysis in Healthcare6. Key Information Extraction from Medical Insurance Documents: A Comparative Study of OCR-Based and OCR-Free Techniques7. A Record Management Policy in Healthcare 5.0 with Blockchain Technology and Machine LearningPart 4. Smart Hospitals and Connected Health Infrastructure8. Greedy Algorithm for Optimizing Energy Consumption in Device-to-Device Communications in Medical Environment9. Smart Sensors in a Smart Hospital10. Blockchain-assisted framework for e-Healthcare IoT Applications11. Navigating Challenges and Seizing Opportunities: Smart Healthcare Systems Integrating Fog Computing and IoTPart 5. Security, Emergency Systems, and Future Perspectives12. Vehicle Emergency System for Medical Alerts13. Conclusion: Shaping the Future of Healthcare 5.0