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Applications of deep learning and bi...

Wason, Ritika, (1982-)

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Applications of deep learning and big IoT on personalized healthcare services

紀錄類型:	書目-電子資源 : 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.)
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.
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:

661258
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 661258
650 0 $a Medical care. $3 553082
650 0 $a Big data. $3 2045508
650 0 $a Internet of things. $3 2057703
700 1 $a Wason, Ritika, $d 1982- $3 3510585
700 1 $a Goyal, Dinesh, $d 1976- $3 3510586
700 1 $a Jain, Vishal, $d 1983- $3 3510587
700 1 $a Balamurugan, S. $q (Shanmugam), $d 1985- $3 3510588
700 1 $a Baliyan, Anupam, $d 1976- $3 3510589
830 0 $a Advances in medical technologies and clinical practice book series. $3 3510583
856 4 0 $u http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-7998-2101-4