An Armband Wearable Device for Overnight and Cuff-Less Blood Pressure Measurement

被引:146
作者
Zheng, Ya-Li [1 ]
Yan, Bryan P. [2 ]
Zhang, Yuan-Ting [1 ,3 ]
Poon, Carmen C. Y. [4 ]
机构
[1] Chinese Univ Hong Kong, Dept Elect Engn, Shatin, Hong Kong, Peoples R China
[2] Chinese Univ Hong Kong, Div Cardiol, Dept Med & Therapeut, Prince Wales Hosp, Shatin, Hong Kong, Peoples R China
[3] Chinese Acad Sci, Key Lab Hlth Informat, Shenzhen, Peoples R China
[4] Chinese Univ Hong Kong, Dept Surg, Shatin, Hong Kong, Peoples R China
关键词
Cuff-less; mobile health; pulse transit time (PTT); 24-h ambulatory blood pressure (BP); wearable devices; PULSE TRANSIT-TIME; HEART-RATE; ARRIVAL-TIME; HYPERTENSION; RECOMMENDATIONS; VARIABILITIES; ELASTICITY; DIAGNOSIS;
D O I
10.1109/TBME.2014.2318779
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
24-h blood pressure (BP) has significant prognostic value for cardiovascular risk screening, but the present BP devices aremainly cuff-based, which are unsuitable for long-term BP measurement, especially during nighttime. In this paper, we developed an armband wearable pulse transit time (PTT) system for 24-h cuff-less BP measurement and evaluated it in an unattended out-of-laboratory setting. Ten healthy young subjects participated in this ambulatory study, where PTT was measured at 30-min interval by this wearable system and the reference BP was measured by a standard oscillometric ambulatory BP monitor. Due to the misalignment of BP and PTT on their recording time caused by the different measurement principles of the two BP devices, a new estimationmethod has been proposed: transients in PTT were removed from the raw data by defined criteria, and then evenly interpolated, low-pass filtered, and resampled to synchronize at the time when BP was recorded. The results show that with the proposed method, the correlation between PTT and systolic BP (SBP) during nighttime with dynamic range of 21.8 +/- 14.2 mmHg has improved from -0.50 +/- 0.24 to -0.62 +/- 0.20 (p < 0.1), and the difference between the estimated and reference SBP has improved from 0.7 +/- 10.7 to 2.8 +/- 8.2 mmHg with root mean square error reduced from 10.7 to 8.7 mmHg. In addition, the correlation between a very low frequency component of SBP and PTT obtained from the proposed method during nighttime is -0.80 +/- 0.10 and the difference is 2.4 +/- 5.7 mmHg for a dynamic BP range of 13.5 +/- 8.0 mmHg. It is therefore concluded from this study that the proposed wearable system has great potential to be used for overnight SBP monitoring, especially to measure the averaged SBP over a long period.
引用
收藏
页码:2179 / 2186
页数:8
相关论文
共 40 条
[1]   DIRECT EFFECTS OF SMOOTH-MUSCLE RELAXATION AND CONTRACTION ON IN-VIVO HUMAN BRACHIAL-ARTERY ELASTIC PROPERTIES [J].
BANK, AJ ;
WILSON, RF ;
KUBO, SH ;
HOLTE, JE ;
DRESING, TJ ;
WANG, HY .
CIRCULATION RESEARCH, 1995, 77 (05) :1008-1016
[2]   Non-Symmetrical Double-Logistic Analysis of 24 Hour Arterial Stiffness Profile in Normotensive and Hypertensive Subjects [J].
Bia, D. ;
Armentano, R. ;
Pessana, F. ;
Zocalo, Y. ;
Lluberas, S. ;
Avolio, A. P. .
2008 30TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-8, 2008, :809-+
[3]  
Bloom D., 2011, WORLD EC FORUM
[4]   Resistant hypertension: Diagnosis, evaluation, and treatment - A Scientific Statement from the American Heart Association Professional Education Committee of the Council for High Blood Pressure Research [J].
Calhoun, David A. ;
Jones, Daniel ;
Textor, Stephen ;
Goff, David C. ;
Murphy, Timothy P. ;
Toto, Robert D. ;
White, Anthony ;
Cushman, William C. ;
White, William ;
Sica, Domenic ;
Ferdinand, Keith ;
Giles, Thomas D. ;
Falkner, Bonita ;
Carey, Robert M. .
HYPERTENSION, 2008, 51 (06) :1403-1419
[5]   Cuffless Differential Blood Pressure Estimation Using Smart Phones [J].
Chandrasekaran, Vikram ;
Dantu, Ram ;
Jonnada, Srikanth ;
Thiyagaraja, Shanti ;
Subbu, Kalyan Pathapati .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2013, 60 (04) :1080-1089
[6]   Continuous estimation of systolic blood pressure using the pulse arrival time and intermittent calibration [J].
Chen, W ;
Kobayashi, T ;
Ichikawa, S ;
Takeuchi, Y ;
Togawa, T .
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 2000, 38 (05) :569-574
[7]   Continuous and Noninvasive Measurement of Systolic and Diastolic Blood Pressure by One Mathematical Model with the Same Model Parameters and Two Separate Pulse Wave Velocities [J].
Chen, Yan ;
Wen, Changyun ;
Tao, Guocai ;
Bi, Min .
ANNALS OF BIOMEDICAL ENGINEERING, 2012, 40 (04) :871-882
[8]   Continuous and Noninvasive Blood Pressure Measurement: A Novel Modeling Methodology of the Relationship Between Blood Pressure and Pulse Wave Velocity [J].
Chen, Yan ;
Wen, Changyun ;
Tao, Guocai ;
Bi, Min ;
Li, Guoqi .
ANNALS OF BIOMEDICAL ENGINEERING, 2009, 37 (11) :2222-2233
[9]   Towards Using Photo-Plethysmogram Amplitude to Measure Blood Pressure During Sleep [J].
Chua, Eric Chern-Pin ;
Redmond, Stephen J. ;
McDarby, Gary ;
Heneghan, Conor .
ANNALS OF BIOMEDICAL ENGINEERING, 2010, 38 (03) :945-954
[10]   Superiority of ambulatory over clinic blood pressure measurement in predicting mortality - The Dublin Outcome Study [J].
Dolan, E ;
Stanton, A ;
Thijs, L ;
Hinedi, K ;
Atkins, N ;
McClory, S ;
Den Hond, E ;
McCormack, P ;
Staessen, JA ;
O'Brien, E .
HYPERTENSION, 2005, 46 (01) :156-161