PPG Signal Analysis

An Introduction Using MATLAB®

Mohamed Elgendi (Autor)

Buch | Softcover

270 Seiten

2023
CRC Press (Verlag)
978-0-367-60827-9 (ISBN)

Artikel merken

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.

Dr. Mohamed (Moe) Elgendi is currently a Senior Postdoctoral Fellow at UBC's Department of Obstetrics and Gynecology, and Adjunct Professor at UBC's Department of Electrical and Computer Engineering, a Senior Member at IEEE, and a Senior fellow at Howard Brain Sciences Foundation. In addition to his 10+ years of experience in the field of data analysis, he received training on Leadership in Education from MIT. Dr. Elgendi's expertise in the areas of digital health, data science, artificial intelligence, and visualization includes his work in Global Health with the PRE-EMPT Initiative (funded by the Bill and Melinda Gates Foundation), the Institute for Media Innovation at Nanyang Technological University (Singapore), and Alberta's Stollery Children's Hospital (Canada). Dr. Elgendi specializes in bridging the areas of engineering, computer science, psychology, and medicine for knowledge translation.

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

Erscheinungsdatum	28.09.2023
Zusatzinfo	1 Tables, color; 50 Illustrations, color
Verlagsort	London
Sprache	englisch
Maße	156 x 234 mm
Gewicht	420 g
Themenwelt	Medizin / Pharmazie ► Physiotherapie / Ergotherapie ► Orthopädie
	Technik ► Elektrotechnik / Energietechnik
	Technik ► Medizintechnik
	Technik ► Umwelttechnik / Biotechnologie
ISBN-10	0-367-60827-8 / 0367608278
ISBN-13	978-0-367-60827-9 / 9780367608279
Zustand	Neuware