PPG Signal Analysis: An Introduction Using MATLAB®

PPG Signal Analysis: An Introduction Using MATLAB®
PDF
  • eBook:
    PPG Signal Analysis: An Introduction Using MATLAB®
  • Author:
    Mohamed Elgendi
  • Edition:
    1 edition
  • Categories:
  • Data:
    December 15, 2020
  • ISBN:
    1138049719
  • ISBN-13:
    9781138049710
  • Language:
    English
  • Pages:
    298 pages
  • Format:
    PDF

Book Description
This book serves as a current resource for Photoplethysmogram (PPG) signal analysis using MATLAB®. This technology is critical in the evaluation of medical and diagnostic data utilized in mobile devices. Information and methodologies outlined in the text can be used to learn the empirical and experimental process (including data collection, data analysis, feature extractions, and more) from inception to conclusion. This book also discusses how introduced methodologies can be used and applied as tools that will teach the user how to validate, test, and simulate developed algorithms before implementing and deploying the algorithms on wearable, battery-driven, or point-of-care devices.

Content

Chapter 1. Math Foundations
Chapter 2. Photoplethysmogram Signals
Chapter 3. Visualization of PPG Signals
Chapter 4. Pre-processing of PPG Signals
Chapter 5. Signal Quality Assessment
Chapter 6. PPG Feature Extraction
Chapter 7. A Generic Method for Event Detection
Chapter 8. Feature Selection
Chapter 9. Identifying Adverse Events
Chapter 10. Application of PPG to Global Health
Chapter 11. Available PPG Databases

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