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Intelligent Systems Reference Library
cover

Signal Processing Techniques for Computational Health Informatics

Editors: Ahad, Md Atiqur Rahman, Ahmed, Mosabber Uddin (Eds.)

  • Presents a comprehensive overview of the security and privacy challenges, opportunities, and future directions for computational health informatics in the big data age  
  • Discusses the incorporation of recent techniques from the areas of artificial intelligence, deep learning, and Human-Computer Interaction
  • Covers a comprehensive and representative range of signal processing techniques used in biomedical applications  
  • Provides a systematic analysis of state-of-the-art techniques
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eBook £87.50
price for United Kingdom (gross)
  • The eBook version of this title will be available soon
  • Due: November 13, 2020
  • ISBN 978-3-030-54932-9
  • Digitally watermarked, DRM-free
  • Included format:
  • ebooks can be used on all reading devices
Hardcover £109.99
price for United Kingdom (gross)
  • Due: November 13, 2020
  • ISBN 978-3-030-54931-2
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
About this book

This book focuses on signal processing techniques used in computational health informatics. As computational health informatics is the interdisciplinary study of the design, development, adoption and application of information and technology-based innovations, specifically, computational techniques that are relevant in health care, the book covers a comprehensive and representative range of signal processing techniques used in biomedical applications, including: bio-signal origin and dynamics, sensors used for data acquisition, artefact and noise removal techniques, feature extraction techniques in the time, frequency, time–frequency and complexity domain, and image processing techniques in different image modalities.

Moreover, it includes an extensive discussion of security and privacy challenges, opportunities and future directions for computational health informatics in the big data age, and addresses the incorporation of recent techniques from the areas of artificial intelligence, deep learning and human–computer interaction. The systematic analysis of the state-of-the-art techniques covered here helps to further our understanding of the physiological processes involved and expandour capabilities in medical diagnosis and prognosis.

In closing, the book, the first of its kind, blends state-of-the-art theory and practices of signal processing techniques inthe health informatics domain with real-world case studies building on those theories. As a result, it can be used as a text for health informatics courses to provide medics with cutting-edge signal processing techniques, or to introducehealth professionals who are already serving in this sector to some of the most exciting computational ideas that paved the way for the development of computational health informatics.

Buy this book

eBook £87.50
price for United Kingdom (gross)
  • The eBook version of this title will be available soon
  • Due: November 13, 2020
  • ISBN 978-3-030-54932-9
  • Digitally watermarked, DRM-free
  • Included format:
  • ebooks can be used on all reading devices
Hardcover £109.99
price for United Kingdom (gross)
  • Due: November 13, 2020
  • ISBN 978-3-030-54931-2
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
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Bibliographic Information

Bibliographic Information
Book Title
Signal Processing Techniques for Computational Health Informatics
Editors
  • Md Atiqur Rahman Ahad
  • Mosabber Uddin Ahmed
Series Title
Intelligent Systems Reference Library
Series Volume
192
Copyright
2021
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-54932-9
DOI
10.1007/978-3-030-54932-9
Hardcover ISBN
978-3-030-54931-2
Series ISSN
1868-4394
Edition Number
1
Number of Pages
XIV, 347
Number of Illustrations
65 b/w illustrations, 53 illustrations in colour
Topics

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