| 紀錄類型: |
書目-電子資源
: Monograph/item
|
| 杜威分類號: |
362.10285 |
| 書名/作者: |
Applications of deep learning and big IoT on personalized healthcare services/ edited by Ritika Wason, Dinesh Goyal, Vishal Jain, S. Balamurugan, Anupam Baliyan. |
| 其他作者: |
Wason, Ritika, |
| 出版者: |
Hershey, Pennsylvania : : IGI Global,, 2020. |
| 面頁冊數: |
1 online resource (xv, 248 p.) |
| 標題: |
Medical informatics. |
| 標題: |
Medical care. |
| 標題: |
Big data. |
| 標題: |
Internet of things. |
| ISBN: |
9781799821021 (ebk.) |
| ISBN: |
9781799821014 (hbk.) |
| 書目註: |
Includes bibliographical references and index. |
| 內容註: |
Chapter 1. Automation in healthcare services -- Chapter 2. Deep data analytics: future of telehealth -- Chapter 3. Emergence of IoT and big data: a study in the healthcare industry -- Chapter 4. Automation in healthcare: a forecast and outcome medical IoT and big data in healthcare -- Chapter 5. An effective diagnostic model for personalized healthcare using deep learning techniques -- Chapter 6. Real-time mental health monitoring: the Indian scenario -- Chapter 7. Disease diagnosis and treatment using deep learning algorithms for the healthcare system -- Chapter 8. Elderly behavior prediction using a deep learning model in smart homes -- Chapter 9. A surrogate data-based approach for validating deep learning model used in healthcare -- Chapter 10. Managing the scarcity of monitoring data through machine learning for human behavior in mental health care -- Chapter 11. Machine learning is the future for lung cancer prognosis and prediction -- Chapter 12. Effective and accurate diagnosis using brain image fusion. |
| 摘要、提要註: |
"This book explores the different applications of deep learning algorithms in implementing big data and IoT enabled smart solutions for personalized healthcare services"-- |
| 電子資源: |
http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-7998-2101-4 |