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Studies in Computational Intelligence

Advanced Computational Intelligence in Healthcare-7

Biomedical Informatics

Editors: Maglogiannis, Ilias, Brahnam, Sheryl, Jain, Lakhmi C. (Eds.)

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  • Highlights the latest research in the field of computational intelligence (CI) in electronic health care, especially in the areas of big data analytics
  • Reports on how advanced Human-Machine Interface (HMI) and affective computing are being used in modern electronic healthcare systems
  • Discusses new and emerging topics in for e-health care such as the utilization of Social Media (SM) and visualization analytics
  • Introduces new intelligent paradigms in the security and privacy areas in healthcare
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eBook $119.00
price for USA in USD (gross)
  • ISBN 978-3-662-61114-2
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $159.99
price for USA in USD
  • ISBN 978-3-662-61112-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

This book presents state-of-the-art works and systematic reviews in the emerging field of computational intelligence (CI) in electronic health care. The respective chapters present surveys and practical examples of artificial intelligence applications in the areas of Human-Machine Interface (HMI) and affective computing, machine learning, big health data and visualization analytics, computer vision and medical image analysis. The book also addresses new and emerging topics in CI for health care such as the utilization of Social Media (SM) and the introduction of new intelligent paradigms in the security and privacy domains, which are critical for the health sector. The chapters, while of course not exhaustively addressing all the possible aspects of the aforementioned areas, are indicative of the dynamic nature of interdisciplinary research being pursued. Accordingly, the book is intended not only for researchers in the respective fields, but also for medical and administrative personnel working in the health sector, as well as managers and stakeholders responsible for making strategic decisions and defining public health policies.

Table of contents (9 chapters)

Table of contents (9 chapters)
  • Human–Machine Interfaces for Motor Rehabilitation

    Pages 1-16

    Kakkos, Ioannis (et al.)

  • Passive Emotion Recognition Using Smartphone Sensing Data

    Pages 17-28

    Kalogirou, I. P. (et al.)

  • Intelligent and Immersive Visual Analytics of Health Data

    Pages 29-44

    Qu, Zhonglin (et al.)

  • Interactive Process Indicators for Obesity Modelling Using Process Mining

    Pages 45-64

    Valero-Ramon, Zoe (et al.)

  • Recent Machine Learning Approaches for Single-Cell RNA-seq Data Analysis

    Pages 65-79

    Vrahatis, Aristidis G. (et al.)

Buy this book

eBook $119.00
price for USA in USD (gross)
  • ISBN 978-3-662-61114-2
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $159.99
price for USA in USD
  • ISBN 978-3-662-61112-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Advanced Computational Intelligence in Healthcare-7
Book Subtitle
Biomedical Informatics
Editors
  • Ilias Maglogiannis
  • Sheryl Brahnam
  • Lakhmi C. Jain
Series Title
Studies in Computational Intelligence
Series Volume
891
Copyright
2020
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag GmbH Germany, part of Springer Nature
eBook ISBN
978-3-662-61114-2
DOI
10.1007/978-3-662-61114-2
Hardcover ISBN
978-3-662-61112-8
Series ISSN
1860-949X
Edition Number
1
Number of Pages
XII, 161
Number of Illustrations
7 b/w illustrations, 59 illustrations in colour
Topics