Description
Computational Intelligence for Medical Internet of Things (MIoT) Applications: Machine Intelligence Applications for IoT in Healthcare explores machine intelligence techniques necessary for effective MIoT research and practice, taking a practical approach for practitioners and students entering the field. This book investigates advanced concepts and applications in the MIoT field, guiding readers through emerging developments and future trends. A wide range of international authors guide readers through advanced concepts, including deep learning, neural network, and big data analytic approaches for the classification, indexing, retrieval, analysis, and inferencing of healthcare data.- Presents the state-of-the-art in machine intelligence and related technologies and methodologies for IoT in healthcare- Discusses emerging developments and trends in machine intelligence for business and decision-making strategy in healthcare- Features new models, practical solutions, prototypes, frameworks and technological advances related to machine intelligence for MIoT applications
Table of Contents
SECTION 1 Computational Intelligence for Medical Internet of Things (MIoT): Current states and Challenges1. AI and IoT working for healthcare: general aspects and application examples2. AIoMT Artificial Intelligence (AI) and Internet of Medical Things (IoMT): Applications, Challenges, and Future Trends3. Artificial Intelligence in Healthcare: Current Situation and Future Possibilities4. Exploring the effectiveness of cloud, Internet of Things and fog computing for healthcare monitoring systems5. Patients Using Real-Time remote Health Monitoring Applications: A reviewSECTION 2 Computational Intelligence for Medical Internet of Things (MIoT): Applications6. A Review on The Application of The Internet of Things in Monitoring Autism and Assisting Parents and Caregivers7. Regression Analysis of the Most Frequent Medical Diagnosis in a Mediterranean Country8. A conceptual framework for Artificial Intelligence of Medical Things (AIoMT)9. Framework for integrating healthcare Big Data using IoMT technology10. Application of computational intelligence in visual optimization tools to improve the performance of medical MIoT platformsSECTION 3 Computational Intelligence for Medical Internet of Things (MIoT): Security and Privacy11. Edge Intelligence Case Study on Medical Internet of Things Security12. Data-driven Intelligent Medical Internet of Things (MIoT) Based Healthcare Solutions for Secured Smart Cities13. A Secure and Efficient Two-factor Authentication Protocol for Body Sensor Networks14. Pervasive M-health for Chronic Diseases15. Hybrid Intelligence Based Cryptosystem: Security and Privacy Enhancement in Telemedicine System
