Machine Learning and Internet of Medical Things in Healthcare

Machine Learning and Internet of Medical Things in Healthcare discusses the applications and challenges of Machine Learning for healthcare applications. The book provides a platform for presenting Machine Learning-enabled health care techniques, offering mathematical and conceptual background on the latest technologies and describing Machine Learning techniques and the emerging platform of Internet of Medical Things used by practitioners and researchers worldwide. It includes sections on deep feed forward networks, regularization, optimization algorithms, convolutional networks, sequence modeling, and practical methodology. Finally, the book offers research perspectives, covering the convergence of machine learning and IoT, along with the application of these technologies. Provides an introduction to the Internet of Medical Things through the principles and applications of Machine LearningExplains the functions and applications of Machine Learning in various applications such as ultrasound imaging, biomedical signal processing, robotics and biomechatronics.Includes coverage of the evolution of healthcare applications with Machine Learning, including Clinical Decision Support Systems, Artificial Intelligence in biomedical engineering, and AI-enabled connected health informatics that are all supported by real-world case studies INDICE: 1. Machine learning architecture and framework 2. Diagnosing of disease using Machine learning 3. Knowledge Discovery from Big data of Healthcare and Processing 4. Case Studies: Healthcare and Machine learning 5. Internet of Medical Things for Health Engineering 6. Telemedicine, telehealth and e-health 7. Machine learning in Ultrasound Imaging 8. Machine learning for biomedical signal processing 9. AI-Enabled Connected Health Informatics 10. Convergence of IoT and Machine Learning for Healthcare 11. Robotics in Healthcare Industry: Machine learning and IoT perspective 12. Mobile App enabled system for Healthcare 13. Social Internet things for Healthcare 14. Clinical Decision Support Systems of Health Care 15. Artificial Intelligence in Medicine 16. Future of Healthcare

• ISBN: 978-0-12-821229-5
• Editorial: Academic Press
• Encuadernacion: Rústica
• Páginas: 332
• Fecha Publicación: 01/04/2021
• Nº Volúmenes: 1
• Idioma: Inglés