| 紀錄類型: |
書目-電子資源
: Monograph/item
|
| 杜威分類號: |
362.10285 |
| 書名/作者: |
Dynamics of swarm intelligence health analysis for the next generation/ edited by Suresh Kumar Arumugam, Utku Kose, Sachin Sharma, Jerald Nirmal Kumar S. |
| 其他作者: |
Kumar Arumugam, Suresh, |
| 出版者: |
Hershey, Pennsylvania : : IGI Global,, 2023. |
| 面頁冊數: |
1 online resource (273 p.) |
| 標題: |
Medical informatics. |
| 標題: |
Swarm intelligence. |
| 標題: |
Health Information Systems. |
| 標題: |
Artificial Intelligence. |
| 標題: |
Data Analysis. |
| 標題: |
Machine Learning. |
| 標題: |
Medical Informatics Computing - trends. |
| ISBN: |
9781668468951 (electronic bk.) |
| ISBN: |
1668468948 |
| ISBN: |
9781668468944 |
| 書目註: |
Includes bibliographical references and index. |
| 內容註: |
Chapter 1. A study on swarm intelligence and its various clustering algorithms in medical diagnosis -- Chapter 2. Healthcare data analytics using swarm intelligence techniques -- Chapter 3. A generic big data analytics with particleswarm optimization for clinical machine learning -- Chapter 4. A modern approach of swarm intelligence analysis in big data: methods, tools, and applications -- Chapter 5. Swarm intelligence and evolutionary machine learning algorithms forCOVID-19: pandemic and epidemic review -- Chapter 6. Swarm intelligence analysis of healthcare prediction techniques based on social media data: basics of swarm intelligence, scope of swarm intelligence, swarm intelligence in healthcare --Chapter 7. The AI-based COVID-19 personal protective equipment is smarty and secure -- Chapter 8. Internet of things-integrated remote patient monitoring system: healthcare application -- Chapter 9. An iomt and machine learning model aimedat the development of a personalized lifestyle recommendation system facilitating improved health -- Chapter 10. Securing healthcare systems integrated with IoT: fundamentals, applications, and future trends -- Chapter 11. A blockchain IoThybrid framework for security and privacy in a healthcare database network -- Chapter 12. Categorical data clustering using Meta heuristic link-based ensemble method: data clustering using soft computing techniques. |
| 摘要、提要註: |
"The book discusses the role of people behavioral activity in the evolution of the traditional medical system to an intelligent system. It is based on the development of technical improvements considered in the process of intelligent systems by using cognitive techniques, swarm Intelligence deep learning, and machine learning techniques. These techniques will be used for multimodal biomedical data processing and non-invasive interpretation which efficiently improves the patient interpretation quality. Moreover, it objects to highlight the challenges of developing and proposing new ideas regarding the out-ofhospital dedicated systems directions. Solicits contributions of this book include theory, applications, and design schemes of intelligent systems, vision techniques, and biomedical applications, as well as the methodologies behind them. This book also focuses on the economic, social, and environmental impact of swarm Intelligence smarthealthcare systems. It aims to provide a detailed understanding of swarm Intelligence analysis supported applications while engaging premium smart computing methods and improved intelligent algorithms in the field of computer science. Further, the detailed assessment of IoT sensors, actuators, communication, and computing technology, and standards has been taken into considerations. Emphasis is also laid on the challenges associated with these smart healthcare systems. It includes connectivity, sensing, computation, complexity, and security issues. Therefore, this book designed for new innovations to overcome such challenges and to explore the dynamics of swarm Intelligence health analysis for the future generation. We hope to strengthen the link between the Swarm Intelligence analysis sector and mental health research in this book chapter. Various works in the digital health arena shown how real-time monitoring of mood disorders improved the overall quality of life of patients and citizens"-- |
| 電子資源: |
http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-6684-6894-4 |