Camera Wavelength Selection for Multi-wavelength Pulse Transit Time based Blood Pressure Monitoring

被引:6
|
作者
Huang, Yukai [1 ,2 ]
Huang, Dongmin [1 ]
Huang, Jia [4 ]
Lu, Hongzhou [4 ]
He, Min [2 ,3 ]
Wang, Wenjin [1 ]
机构
[1] Southern Univ Sci & Technol, Dept Biomed Engn, Shenzhen, Peoples R China
[2] Chinese Acad Sci, Hangzhou Inst Med HIM, Hangzhou 310022, Zhejiang, Peoples R China
[3] Zhejiang Canc Hosp, Key Lab Head Neck Canc Translat Res Zhejiang Prov, Hangzhou, Peoples R China
[4] Third Peoples Hosp Shenzhen, Intens Care Unit, Shenzhen, Peoples R China
基金
国家重点研发计划; 中国国家自然科学基金;
关键词
Blood pressure; camera photoplethysmography; multi-wavelength; pulse transmit time;
D O I
10.1109/EMBC40787.2023.10340068
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Multi-wavelength pulse transmit time (MV-PTT) is a potential tool for remote blood pressure (BP) monitoring. It uses two wavelengths, typically green (G) and near-infrared (NIR), that have different skin penetration depths to measure the PTT between artery and arterioles of a single site of the skin for BP estimation. However, the impact of wavelength selection for MV-PTT based BP calibration is unknown. In this paper, we explore the combination of different wavelengths of camera photoplethysmography for BP measurement using a modified narrow-band camera centered at G-550/R-660/NIR-850 nm, especially focused on the comparison between G-R (full visible) and G-NIR (hybrid). The experiment was conducted on 17 adult participants in a dark chamber with their BP significantly changed by the protocol of ice water stimulation. The experimental results show that the MV-PTT obtained by G-NIR has a higher correlation with BP, and the fitted model has lower MAE in both the systolic pressure (5.78 mmHg) and diastolic pressure (6.67 mmHg) than others. It is confirmed that a hybrid wavelength of visible (G) and NIR is still essential for accurate BP calibration due to their difference in skin penetration depth that allows proper sensing of different skin layers for this measurement.
引用
收藏
页数:5
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