Highly wearable cuff-less blood pressure and heart rate monitoring with single-arm electrocardiogram and photoplethysmogram signals
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- 作者：Qingxue Zhang ; Dian Zhou ; Xuan Zeng
- 关键词：Wearable computers ; Blood pressure ; Heart rate ; Photoplethysmogram ; Electrocardiography ; Pulse transit time ; Machine learning
- 刊名：BioMedical Engineering OnLine
- 出版年：2017
- 出版时间：December 2017
- 年：2017
- 卷：16
- 期：1
- 全文大小：1891KB
- 刊物类别：Engineering
- 刊物主题：Biomedical Engineering; Biomaterials; Biotechnology; Biomedical Engineering/Biotechnology;
- 出版者：BioMed Central
- ISSN：1475-925X
- 卷排序：16
文摘
BackgroundLong-term continuous systolic blood pressure (SBP) and heart rate (HR) monitors are of tremendous value to medical (cardiovascular, circulatory and cerebrovascular management), wellness (emotional and stress tracking) and fitness (performance monitoring) applications, but face several major impediments, such as poor wearability, lack of widely accepted robust SBP models and insufficient proofing of the generalization ability of calibrated models.