Hybrid Artificial Intelligence and IoT in Healthcare
Başlık:
Hybrid Artificial Intelligence and IoT in Healthcare
ISBN:
9789811629723
Edition:
1st ed. 2021.
Yayın Bilgileri:
Singapore : Springer Nature Singapore : Imprint: Springer, 2021.
Fiziksel Tanımlama:
XVI, 328 p. 113 illus., 79 illus. in color. online resource.
Series:
Intelligent Systems Reference Library, 209
Contents:
Chapter 1. Hybrid Cloud/Fog Environment for Healthcare: An Exploratory Study, Opportunities, Challenges, and Future Prospects -- Chapter 2. Hybrid Intelligent System for Medical Diagnosis in Healthcare -- Chapter 3. Remote Patient Monitoring Using IoT, Cloud Computing and AI -- Chapter 4. An Analytical Study of the Role of M-IoT in Healthcare Domain -- Chapter 5. Hybrid AI and IoT Approaches Used in Health Care for Patients Diagnosis -- Chapter 6. RADIoT: The unifying framework for IoT, Radiomics and Deep Learning Modelling -- Chapter 7. Hybrid Artificial Intelligence and IoT in Healthcare for cardiovascular patient in decision making system -- Chapter 8. A Smart Assistive System for Visually Impaired to in-form acquaintance using Image Processing (ML) supported by IoT -- Chapter 9. Internet of things in healthcare: A survey -- Chapter 10. Disease Diagnosis System for IoT-Based Wearable Body Sensors with Machine Learning Algorithm -- Chapter 11. Integration of Machine Learning and IoT in Healthcare Domain -- Chapter 12. Managing Interstitial Lung Diseases with Computer Aided Visualization -- Chapter 13. Use of Machine Learning Algorithms to Identify Sleep Phases Starting from ECG Signals -- Chapter 14. Emerging Technologies for Pandemic and its Impact -- Chapter 15. Impact of Artificial Intelligence in Healthcare: A Study.
Abstract:
This book covers applications for hybrid artificial intelligence (AI) and Internet of Things (IoT) for integrated approach and problem solving in the areas of radiology, drug interactions, creation of new drugs, imaging, electronic health records, disease diagnosis, telehealth, and mobility-related problems in healthcare. The book discusses the convergence of AI and the hybrid approaches in healthcare which optimizes the possible solutions and better treatment. Internet of Things (IoT) in healthcare is the next-gen technologies which automate the healthcare facility by mobility solutions are discussed in detail. It also discusses hybrid AI with bio-inspired techniques, genetic algorithm, neuro-fuzzy algorithms, and soft computing approaches which significantly improves the prediction of critical cardiovascular abnormalities and other healthcare solutions to the ongoing challenging research.
Ek Kurum Yazarı:
Dil:
English