TY  - BOOK
AU  - Sinha,G.R.
AU  - Bajaj,Varun
ED  - Institute of Physics (Great Britain),
TI  - Cognitive sensors
T2  - [IOP release $release]
SN  - 9780750353465
AV  - TK7872.D48 C647 2022eb vol. 2
PY  - 2023///]
CY  - Bristol [England] (Temple Circus, Temple Way, Bristol BS1 6HG, UK)
PB  - IOP Publishing
KW  - Wireless sensor networks
KW  - Medical informatics
KW  - Instruments & instrumentation engineering
KW  - bicssc
KW  - TECHNOLOGY & ENGINEERING / Sensors
KW  - bisacsh
N1  - "Version: 20230401"--Title page verso; Includes bibliographical references; 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; Industrial and academic researchers in sensor science and technology, smart systems, IoT, biomedical engineering; Also available in print
N2  - 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
UR  - https://iopscience.iop.org/book/edit/978-0-7503-5346-5
ER  -