AI and Data Science in Healthcare 5.0 by Boubaker, Olfa;

Sorozatcím: Medical Robots and Devices: New Developments and Advances;

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A termék adatai:

Kiadó Academic Press
Megjelenés dátuma 2026. január 23.

ISBN 9780443365560
Kötéstípus Puhakötés
Terjedelem308 oldal
Méret 235x191 mm
Súly 450 g
Nyelv angol

Kategóriák

Biotechnológia Operációs rendszerek és grafikus felhasználói felületek Mesterséges intelligencia Orvosi biotechnológia

Hosszú leírás:

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

Több

Tartalomjegyzék:

Foreword: Vision and Motivation for Healthcare 5.0

Introduction: AI and Data Science Driving the Healthcare 5.0 Revolution

Part 1. Foundations and Concepts of Healthcare 5.0
1. Healthcare 5.0: Foundations, Technologies, and the Future of Human-Centered Intelligent Health Systems

Part 2. AI and Robotics in Surgery
2. Deep Learning-Based Autonomous Robotic Retinal Surgery
3. Robotic pancreatoduodenectomy

Part 3. Core Technologies Enabling Healthcare 5.0
4. Federated Learning-based IoMT Networks for Improved Performance of Smart Health
5. A Review on Integration of IoT and Cloud for Real-time Data Analysis in Healthcare
6. Key Information Extraction from Medical Insurance Documents: A Comparative Study of OCR-Based and OCR-Free Techniques
7. A Record Management Policy in Healthcare 5.0 with Blockchain Technology and Machine Learning

Part 4. Smart Hospitals and Connected Health Infrastructure
8. Greedy Algorithm for Optimizing Energy Consumption in Device-to-Device Communications in Medical Environment
9. Smart Sensors in a Smart Hospital
10. Blockchain-assisted framework for e-Healthcare IoT Applications
11. Navigating Challenges and Seizing Opportunities: Smart Healthcare Systems Integrating Fog Computing and IoT

Part 5. Security, Emergency Systems, and Future Perspectives
12. Vehicle Emergency System for Medical Alerts
13. Conclusion: Shaping the Future of Healthcare 5.0