Computational Intelligence for Medical Internet of Things (MIoT) Applications: Machine Intelligence Applications for IoT in Healthcare

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 INDICE: 1. Artificial Intelligence for MIoT: Architecture, Opportunities and Challenges 2. Deep learning Techniques for Medical Image Segmentation using in MIoT 3. ML E-health Care Framework for Green Internet of Things 4. Explainable Artificial Intelligence in Precision MIoT 5. Preserving anonymity in telecare medical information system using machine learning and smart card 6. Deep learning Techniques for efficient indexing and retrieval in medical imaging 7. AI-enabled Multi-biometrics Systems for Crucial Interactions Monitoring in Smart Communities 8. Secure E-Health Monitoring Communication System 9. Proposed Deep Learning Approach for Classification of White Blood Cells as a Smart Health Solution 10. IoT Based Secure Smart Healthcare Solutions 11. An approach based on Multi-Agent and Artificial Immune Algorithm for the Vehicle Routing Problem in Home-Health Care 12. Automatic Searching of Deep Neural Networks for Medical Imaging Diagnostic 13. Impact of data science and big data analytics on home care health service delivery from cybersecurity perspective14. AI for Information Retrieval in Privacy-Preserving Digital healthcare System 15. Data Analytics based IoT for Healthcare Monitoring and Inferencing 16. A Conceptual Analysis of IoT in Healthcare 17. Three factor authentication protocols for eHealth clouds applications using Iot enabled 5G, proposed amelioration18. Information Extraction from Electronic Health Records

• ISBN: 978-0-323-99421-7
• Editorial: Academic Press
• Encuadernacion: Rústica
• Páginas: 358
• Fecha Publicación: 01/02/2023
• Nº Volúmenes: 1
• Idioma: Inglés