Applied machine learning for blood pressure estimation using a small, real-world electrocardiogram and photoplethysmogram dataset

• Main Authors: Wong, Mark Kei Fong, Hei, Hao, Lim, Si Zhou, Ng, Eddie Yin Kwee
• 其他作者: School of Mechanical and Aerospace Engineering
• 格式: Article
• 語言: English
• 出版: 2023
• 主題: Engineering::Mechanical engineering; Non-Occluding Blood Pressure; Noisy Data
• 在線閱讀: https://hdl.handle.net/10356/168547

Applying machine learning techniques to electrocardiography and photoplethysmography signals and their multivariate-derived waveforms is an ongoing effort to estimate non-occlusive blood pressure. Unfortunately, real ambulatory electrocardiography and photoplethysmography waveforms are inevitably af...