WIB: Real-time, Non-intrusive Blood Pressure Detection Using Smartphones

被引:0
作者
Zhang, Jian [1 ]
Yuan, Wu [2 ]
Chen, Yanjiao [3 ]
Li, Mingxi [1 ]
Wang, Junkongshuai [4 ]
Zhang, Qian [5 ]
机构
[1] Wuhan Univ, 299 Bayi Rd, Wuhan, Hubei, Peoples R China
[2] Wuhan Textile Univ, 1 Yangguang Rd, Wuhan, Hubei, Peoples R China
[3] Zhejiang Univ, 38 Zheda Rd, Hangzhou, Zhejiang, Peoples R China
[4] Fudan Univ, 130 Dongan Rd, Shanghai, Peoples R China
[5] Hong Kong Univ Sci & Technol, Kowloon, Clear Water Bay, Hong Kong, Peoples R China
关键词
Blood pressure; non-intrusive; acoustic; pulse transit time; smartphone; PULSE TRANSIT-TIME; HOME;
D O I
10.1145/3595182
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Blood pressure (BP) is an essential vital sign related to many severe diseases, such as heart failure, kidney failure. Frequent BP detection can provide doctors more information to treat the disease. However, conventional at-home BP detection devices require completely blocking blood flow, which can lead to discomfort and disruption of normal activity when users want to perform frequent assessments. So a convenient solution should reduce the trouble of detecting BP in the daily life. In this work, we have designed and evaluated a smartphone-based BP detection application named WIB. WIB utilizes the smartphone's acoustic sensors to obtain the chest motion caused by the heart beating and the smartphone's camera to capture the pulse at the fingertip. We have recruited 30 volunteers who come from the author's institution, to carry out comprehensive evaluations ofWIB. We perform BP perturbation experiments to obtain different blood pressure data from these volunteers. The experiment results show that the average of Pearson correlation coefficient across all volunteers of the blood pressure estimation is 0.42-0.74 (alpha = 0.6, sigma = 0.12), the average of RMSE across all volunteers is 4.2-8.8 mmHg (alpha = 5.8, sigma = 1.8).
引用
收藏
页数:27
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