4.6 Article

Continuous Cuffless Blood Pressure Estimation Using Pulse Transit Time and Photoplethysmogram Intensity Ratio

期刊

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
卷 63, 期 5, 页码 964-972

出版社

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TBME.2015.2480679

关键词

Arterial diameter change; cuffless blood pressure; photoplethysmogram intensity ratio (PIR); pulse transit time (PTT); respiration; vasomotion

资金

  1. Guangdong Innovation Research Team Fund for Low-cost Healthcare Technologies in China
  2. External Cooperation Program of the Chinese Academy of Sciences [GJHZ1212]

向作者/读者索取更多资源

Pulse transit time (PTT) has attracted much interest for cuffless blood pressure (BP) measurement. However, its limited accuracy is one of the main problems preventing its widespread acceptance. Arterial BP oscillates mainly at high frequency (HF) because of respiratory activity, and at low frequency (LF) because of vasomotor tone. Prior studies suggested that PTT can track BP variation in HF range, but was inadequate to follow the LF variation, which is probably the main reason for its unsatisfactory accuracy. This paper presents a new indicator, the photoplethysmogram intensity ratio (PIR), which can be affected by changes in the arterial diameter, and, thus, trace the LF variation of BP. Spectral analysis of BP, PTT, PIR, and respiratory signal confirmed that PTT was related to BP in HF at the respiratory frequency, while PIR was associated with BP in LF range. We, therefore, develop a novel BP estimation algorithm by using both PTT and PIR. The proposed algorithm was validated on 27 healthy subjects with continuous Finapres BP as reference. The results showed that the mean +/- standard deviation (SD) for the estimated systolic, diastolic, and mean BP with the proposed method against reference were -0.37 +/- 5.21, -0.08 +/- 4.06, -0.18 +/- 4.13 mmHg, and mean absolute difference (MAD) were 4.09, 3.18, 3.18 mmHg, respectively. Furthermore, the proposed method outperformed the two most cited PTT algorithms for about 2 mmHg in SD andMAD. These results demonstrated that the proposed BP model using PIR and PTT can estimate continuous BP with improved accuracy.

作者

我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。

评论

主要评分

4.6
评分不足

次要评分

新颖性
-
重要性
-
科学严谨性
-
评价这篇论文

推荐

暂无数据
暂无数据