Affective computing in healthcare : applications based on biosignals and artificial intelligence /

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 statist...

Ausführliche Beschreibung

Gespeichert in:
Weitere Titel:
Applications based on biosignals and artificial intelligence.
1. Verfasser:
Murugappan, M.
Weitere Verfasser:
Murugappan, M. (HerausgeberIn)
Format:
Elektronisch E-Book
Sprache:
Englisch
Veröffentlicht:
Bristol [England] (Temple Circus, Temple Way, Bristol BS1 6HG, UK) : IOP Publishing, [2023]
Zusammenfassung:
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. Part of IPEM-IOP Series in Physics and Engineering in Medicine and Biology.
Umfang:
1 online resource (various pagings) : illustrations (some color).
Also available in print.
Mode of access: World Wide Web.
System requirements: Adobe Acrobat Reader, EPUB reader, or Kindle reader.
Anmerkungen:
"Version: 20230801"--Title page verso.
Format Details:
Mode of access: World Wide Web.
System requirements: Adobe Acrobat Reader, EPUB reader, or Kindle reader.
Zielpublikum:
Researchers and industry professionals in affective computing and biomedical engineering.
Bibliografie:
Includes bibliographical references.
ISBN:
0-7503-5182-9
0-7503-5181-0
Schlagworte:
Medicine > Data processing.
Artificial intelligence > Medical applications.
Biosensors.
Human-computer interaction.
User-centered system design.
Medical Informatics.
Artificial Intelligence.
Biosensing Techniques.
Medical Informatics Applications.
User-Centered Design.
Artificial intelligence.
TECHNOLOGY & ENGINEERING / Signals & Signal Processing.
Informàtica mèdica
Intel·ligència artificial en medicina
Biosensors
Llibres electrònics
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