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Cognitive sensors. Volume 2, Applications in smart healthcare
Title
Cognitive sensors. Volume 2, Applications in smart healthcare / edited by G.R. Sinha, Varun Bajaj.
ISBN
9780750353465
9780750353458
9780750353441
9780750353472
Publication
Bristol [England] (Temple Circus, Temple Way, Bristol BS1 6HG, UK) : IOP Publishing, [2023]
Physical Description
1 online resource : illustrations (some color).
Local Notes
Access is available to the Yale community.
Notes
"Version: 20230401"--Title page verso.
Access and use
Access restricted by licensing agreement.
Biographical / Historical Note
G.R. Sinha (PhD, Fellow IETE, Fellow ISTE, SMIEEE) is Adjunct Professor at the International Institute of Information Technology Bangalore (IIITB) India. He has published 300 research papers, book chapters and books, and has edited 25 books in the field of Cognitive Science, Biomedical Signal Processing, Biometrics, Optimization Techniques, Sensors, Outcome based Education, and Data Deduplication. His research interest includes Biometrics, Cognitive Science, Medical Image Processing, Computer Vision, Outcome based Education (OBE) and ICT tools for developing Employability Skills. Varun Bajaj (PhD, MIEEE 16 SMIEEE20) is working as Associate Professor in the discipline of Electronics and Communication Engineering, at the Indian Institute of Information Technology, Design and Manufacturing (IIITDM) Jabalpur, India. He received his Ph.D. degree in the Discipline of Electrical Engineering, at Indian Institute of Technology Indore, India in 2014. He has 151 publications which include journal papers (98), conference papers (32), books (10), and book chapters (11). He is a recipient of various reputed national and international awards. His research interests include Biomedical Engineering, AI in Healthcare, Brain Computer Interface, Pattern Recognition, and ECG signal processing.
Summary
In the modern world, sensors and sensor networks are critical features in developing applications for control and automation in engineering and technology. Cognitive Science is a multidisciplinary area of research that covers artificial intelligence, neuroscience, mathematics, philosophy, psychology, linguistics, automated diagnosis etc. Cognitive sensors and associated AI and algorithms are most important components of cognitive science research and studies. This book will provide a review of the emerging theme of cognitive sensors, how it functions and its applications in a range of disciplines. Volume 2 features cognitive sensors in smart healthcare, including appropriate signal processing, filtering, machine learning and AI for medical cognitive science analysis and applications; case studies, brain disorder and stress analysis. Volume 1 is available here. Part of IOP Series in Sensors and Sensor Systems.
Variant and related titles
IOP ebooks.
Other formats
Also available in print.
Print version:
Format
Books / Online
Language
English
Added to Catalog
May 24, 2023
Series
[IOP release $release]
IOP series in sensors and sensor systems
IOP ebooks. [2023 collection]
Bibliography
Includes bibliographical references.
Audience
Industrial and academic researchers in sensor science and technology, smart systems, IoT, biomedical engineering.
Contents
1. Introduction to smart healthcare and the role of cognitive sensors / Smith K. Khare, Asif Manzoor Khan, Varun Bajaj and G.R. Sinha
2. IoT-enabled real time student health monitoring and interactive system using LoRa / P. Muthu Subramanian and A. Rajeswari
3. Automated depression detection using ensemble light feed-forward neural Net EEG quantitative biomarkers / Urvashi Prakash Shukla and Shreeya Garg
4. Use of deep convolutional networks and transfer learning in classifying PTSD patients and a control group / Arman Beykmohammadi, Zahra Ghanbari and Mohammad Hassan Moradi
5. Prediction of depressive symptoms using machine learning classifiers / Priyal Padheriya, Abhijeet Rathod and Manan Shah
6. A review on a sensor based brain-computer interface and its applications / Devanand Bhonsle, Somnath Baksi, Anu G. Pillai, Roshni Rahangdale, Chandradatta Verma and Maleika Heenaye-Mamode Khan
7. Ambulatory monitoring technique for smart healthcare systems / Rakesh Kumar Gumasta and Ajay Somkuwar
8. EEG-based emotion recognition for improving healthcare services / Leena Bhole and Maya Ingle
9. EEG-based emotional duality recognition for determining human emotions and holistic health / Ritesh Joshi and Maya Ingle
10. Intelligent healthcare and diagnosis using smart cognitive sensing / Haard Shah, Dhairya Shah and Manan Shah
11. The future of smart healthcare / Rakesh Ranjan and Bikash Chandra Sahana.
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