Biomedical Signal Processing with Artificial Intelligence - 1st Edition - ISBN: 9780128189467

Biomedical Signal Processing with Artificial Intelligence

1st Edition

Authors: Walid Zgallai
Paperback ISBN: 9780128189467
Imprint: Academic Press
Published Date: 1st June 2020
Page Count: 400
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Table of Contents

  1. Digital Data
    2. Data acquisition and Smart sensors
    3. Statistical analysis and characterization
    4. Sequence analysis
    5. Cellular motion tracking
    6. Segmentation
    7. Classification - automatic classification algorithms – supervised and unsupervised
    8. Artificial intelligence applications and deep learning
    9. Internet of Things and cloud applications
    10. Smart biomaterial applications
    11. HCI, BCI, and EEG signal analysis
    12. ECG signal analysis
    13. Big Data in Healthcare
    14. Introduction to Medical imaging applications

Description

Biomedical Signal Processing with Artificial Intelligence, a new volume in the Developments in Biomedical Engineering and Bioelectronics series, covers the basics of analog and digital data and data acquisition. The book explains the role of smart sensors, smart materials and wearables in relation to biomedical signals. It also provides background to statistical analysis in biomedical systems. Several types of biomedical signals are introduced and analyzed, including ECG and EEG signals. The role of Machine Learning, including Deep Learning, Neural Networks, and the implications of the expansion of artificial intelligence is also covered, as are biomedical images and their segmentation, classification and detection.

This book covers all aspects of signals, from acquisition, the use of hardware and software, analyzing signals, and making use of AI in problem-solving. Developments in Biomedical Engineering and Bioelectronics is a 10-volume series which covers recent developments, trends and advances in this field. Edited by leading academics in the field, and taking a multidisciplinary approach, this series is a forum for cutting-edge, contemporary review articles and contributions from key ‘up-and-coming’ academics across the full subject area.

Key Features

  • Presents comprehensive coverage and the latest advances and applications in biomedical signal processing
  • Contains contributions from recognized researchers and field leaders
  • Includes online presentations, tutorials, applications and algorithm examples

Readership

Biomedical Engineers in Signal Processing, Electrical Engineers, Computer Scientists, Electronic Engineers, Undergrad and Post Grad Students in the above fields


Details

No. of pages:
400
Language:
English
Copyright:
© Academic Press 2020
Published:
1st June 2020
Imprint:
Academic Press
Paperback ISBN:
9780128189467

Ratings and Reviews


About the Authors

Walid Zgallai Author

PhD in Electrical Engineering (Biomedical Engineering) from City University London, UK, in 2007, MSc in Communications and Signal Processing from Imperial College of Science, Medicine, and Technology, University of London, London, UK, 1993, Bachelor Degree in Electrical Engineering from Kuwait University, Kuwait, 1992.

Affiliations and Expertise

Division Chair, Faculty of Engineering Technology and Science, Higher Colleges of Technology, Dubai Women’s Campus, Dubai, UAE