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Applications of deep learning and big IoT on personalized healthcare services

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/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. -
電子資源:	http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-7998-2101-4
ISBN:	9781799821021 (ebk.)

Applications of deep learning and big IoT on personalized healthcare services
Applications of deep learning and big IoT on personalized healthcare services[electronic resource] /edited by Ritika Wason, Dinesh Goyal, Vishal Jain, S. Balamurugan, Anupam Baliyan. - Hershey, Pennsylvania :IGI Global,2020. - 1 online resource (xv, 248 p.) - Advances in medical technologies and clinical practice (AMTCP) book series. - Advances in medical technologies and clinical practice book series..

Includes bibliographical references and index.

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.

"This book explores the different applications of deep learning algorithms in implementing big data and IoT enabled smart solutions for personalized healthcare services"--

ISBN: 9781799821021 (ebk.)Subjects--Topical Terms:

583858
Medical informatics.

LC Class. No.: R858 / .A67 2020

Dewey Class. No.: 362.10285

Applications of deep learning and big IoT on personalized healthcare services
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245 0 0 $a Applications of deep learning and big IoT on personalized healthcare services $h [electronic resource] / $c edited by Ritika Wason, Dinesh Goyal, Vishal Jain, S. Balamurugan, Anupam Baliyan.
260 $a Hershey, Pennsylvania : $b IGI Global, $c 2020.
300 $a 1 online resource (xv, 248 p.)
490 1 $a Advances in medical technologies and clinical practice (AMTCP) book series
504 $a Includes bibliographical references and index.
505 0 $a 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.
520 3 $a "This book explores the different applications of deep learning algorithms in implementing big data and IoT enabled smart solutions for personalized healthcare services"-- $c Provided by publisher.
650 0 $a Medical informatics. $3 583858
650 0 $a Medical care. $3 654242
650 0 $a Big data. $3 981821
650 0 $a Internet of things. $3 1023130
700 1 $a Wason, Ritika, $d 1982- $3 1340752
700 1 $a Goyal, Dinesh, $d 1976- $e editor. $3 1252285
700 1 $a Jain, Vishal, $d 1983- $e editor. $3 1291958
700 1 $a Balamurugan, S. $q (Shanmugam), $d 1985- $3 1340753
700 1 $a Baliyan, Anupam, $d 1976- $3 1340754
830 0 $a Advances in medical technologies and clinical practice book series. $3 1340750
856 4 0 $u http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-7998-2101-4