Affective Computing in Healthcare: Applications based on biosignals and artificial intelligence

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M. Murugappan (Department of Electronics and Communication Engineering, Kuwait College of Science and Technology (Kuwait))

Affective Computing in Healthcare

Applications based on biosignals and artificial intelligence

M. Murugappan (Department of Electronics and Communication Engineering, Kuwait College of Science and Technology (Kuwait))

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English

Institute of Physics Publishing
03 August 2023

Artificial intelligence; Human-computer interaction

Series: IOP Expanding Physics

Healthcare is one of the most promising applications of affective computing, where advances using biomedical signals have grown rapidly. This comprehensive book begins with an introduction to affective computing and affective computing models, artificial intelligence, probability theory, and statistical learning. It discusses topics such as noise elimination and baseline wandering effects of biomedical signals, and then proceeds to review biomedical signal acquisition and pre-processing. In this book, biomedical signals in affective states are discussed as well as artificial intelligence techniques used to classify biomedical signals, such as artificial neural networks and support vector machines. A discussion of affective computing applications in neurodegenerative diseases and neurological disorders concludes the book. Recent research is discussed alongside future challenges in these areas.

Key Features

Provides an overview of modern affective computing techniques, from simple algorithms to complex ones Presents a step-by-step approach to designing intelligent affective computing applications for quick learning in healthcare Includes case studies of successful and unsuccessful techniques in biomedical signal processing to understand challenges with their implementation Includes several types of affective computing systems used in healthcare based on biomedical signals

Edited by: M. Murugappan (Department of Electronics and Communication Engineering Kuwait College of Science and Technology (Kuwait))
Imprint: Institute of Physics Publishing
Country of Publication: United Kingdom
Dimensions: Height: 254mm, Width: 178mm,
ISBN: 9780750351805
ISBN 10: 0750351802
Series: IOP Expanding Physics
Pages: 232
Publication Date: 03 August 2023
Audience: Professional and scholarly , Undergraduate
Format: Hardback
Publisher's Status: Active

Professor Dr. M. Murugappan has worked at Kuwait College of Science and Technology (KCST), Kuwait, as a Full Professor in Electronics in the Department of Electronics and Communication Engineering since 2016. He has received more than 750K in research grants from Malaysia, Kuwait, and the UK. His publications include more than 140 peer-reviewed conference proceedings papers, journal articles, and book chapters. He is interested in affective computing, the Internet of Things (IoT), brain-computer interface, neuromarketing, signal/medical image processing, and artificial intelligence.