PPG signal analysis : an introduction using MATLAB
著者
書誌事項
PPG signal analysis : an introduction using MATLAB
CRC Press, 2021
- hbk.
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内容説明・目次
内容説明
This book serves as a current resource for Photoplethysmogram (PPG) signal analysis using MATLAB (R). 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.
目次
1. Math Foundations. 2. Photoplethysmogram Signals. 3. Visualization of PPG Signals. 4. Pre-processing of PPG Signals. 5. Signal Quality Assessment. 6. PPG Feature Extraction. 7. A Generic Method for Event Detection. 8. Feature Selection. 9. Identifying Adverse Events. 10. Application of PPG to Global Health. 11. Available PPG Databases
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