Artificial Intelligence-Based Smart Healthcare Systems: New Standards, Technologies, and Communication Systems delves into the transformative role of Artificial Intelligence (AI) in modern healthcare. The book sheds light on the integration of AI technologies into healthcare systems, significantly enhancing diagnostics, patient care, treatment, research, and administrative processes. It emphasizes AI's emergence as a crucial component of healthcare, where advanced AI-powered networks improve data communication, sensing, and monitoring capabilities, setting new standards for healthcare efficiency and accuracy.In addition to discussing AI's applications in patient monitoring, medical image analysis, human pose estimation, speech recognition, and disease diagnosis, the book explores architectural frameworks like software-defined networks, cloud and edge-based architectures, and mobility-based systems. It stresses the need for scalable, flexible, energy-efficient, and interoperable designs to support AI integration. Furthermore, the importance of robust security, privacy standards, and policies in AI-based healthcare systems is highlighted, considering the unique challenges and requirements of this domain.
- Covers the design of AI-powered predictive analytics which can be used to identify health issues and intervene at an early stage
- Addresses the critical issues of security and privacy concerning healthcare data and AI systems
- Delves into how AI technologies can be used to tailor healthcare services and treatment plans to individual patients
Sprache
Verlagsort
Dateigröße
ISBN-13
978-0-443-26477-1 (9780443264771)
Schweitzer Klassifikation
Part A: Artificial Intelligence Evolution in Smart Healthcare and Its Fundamental Concepts1. Artificial Intelligence based Healthcare Systems: A New Paradigm of Connected Networks2. Advanced AI based Healthcare Systems Applications and Services3. Tri-Tier Architectures for AI based Healthcare Systems4. Standards and Policies Adoption for AI based Healthcare Systems5. AI as a New Paradigm for Distributed Healthcare NetworksPart B: Data Communication Systems for AI based Healthcare Systems6. Networking and Protocols for AI based Healthcare Networks7. Novel Machine and Deep Learning and Training Techniques for AI based Healthcare Systems8. Role of Blockchain Models for AI based Healthcare Communication Systems9. Big Data Analytics for AI based Healthcare Networks10. Green Communication Systems for AI based Healthcare Networks11. Cybersecurity Standards for AI based Healthcare Networks12. Future Privacy, and Trust Challenges for AI based Healthcare Systems