A novel method for non-invasive blood pressure estimation based on continuous pulse transit time: An observational study

被引:3
作者
Shin, Hangsik [1 ]
机构
[1] Univ Ulsan, Asan Med Ctr, Dept Convergence Med, Coll Med, Seoul 05505, South Korea
关键词
blood pressure; continuous blood pressure; continuous pulse transit time; pulse transit time; pulse wave velocity;
D O I
10.1111/psyp.14173
中图分类号
B84 [心理学];
学科分类号
04 ; 0402 ;
摘要
Unlike traditional pulse transit time (PTT), continuous PTT (CPTT) can be used to calculate PTT from all samples within the cardiac cycle. It has the potential to be utilized for continuous blood pressure (BP) estimation. This study evaluated the feasibility of CPTT as a non-invasive consecutive blood pressure estimation method in 20 volunteers. The CPTT was calculated with a time delay in all discrete samples of photoplethysmograms measured at two different body sites. BP was then calculated with a regression equation. For comparative evaluation, BP based on PTT was also estimated. Continuous blood pressure was measured using a non-invasive volume clamp BP monitoring device. Four types of BP measurement, systolic BP (SBP), diastolic BP (DBP), mean arterial pressure (MAP), and pulse pressure (PP), were estimated using PTT and CPTT. Correlation coefficients and root-mean-squared-error (RMSE) were used for evaluating BP estimation performance. For estimating SBP, DBP, PP, and MAP, PTT-based BP estimation showed correlations of .407, .373, .410, and .286, respectively, and CPTT-based BP estimation showed correlations of .436, .446, .506, and .097, respectively. With PTT-based estimation, the RMSE between the estimated BP and the baseline BP was 5.44 +/- 1.56 mmHg for SBP, 3.14 +/- 0.46 mmHg for DBP, 3.66 +/- 0.70 mmHg for MAP, and 3.73 +/- 1.31 mmHg for PP. The estimated BP using CPTT showed RMSE of 5.36 +/- 1.39 mmHg for SBP, 3.02 +/- 0.49 mmHg for SBP, 3.44 +/- 0.63 mmHg for MAP, and 3.91 +/- 1.41 mmHg for PP.
引用
收藏
页数:11
相关论文
共 26 条
  • [1] Enhancing the estimation of blood pressure using pulse arrival time and two confounding factors
    Baek, Hyun Jae
    Kim, Ko Keun
    Kim, Jung Soo
    Lee, Boreom
    Park, Kwang Suk
    [J]. PHYSIOLOGICAL MEASUREMENT, 2010, 31 (02) : 145 - 157
  • [2] Continuous and Noninvasive Blood Pressure Measurement: A Novel Modeling Methodology of the Relationship Between Blood Pressure and Pulse Wave Velocity
    Chen, Yan
    Wen, Changyun
    Tao, Guocai
    Bi, Min
    Li, Guoqi
    [J]. ANNALS OF BIOMEDICAL ENGINEERING, 2009, 37 (11) : 2222 - 2233
  • [3] Noninvasive cuffless blood pressure estimation using pulse transit time and Hilbert-Huang transform
    Choi, Younhee
    Zhang, Qiao
    Ko, Seokbum
    [J]. COMPUTERS & ELECTRICAL ENGINEERING, 2013, 39 (01) : 103 - 111
  • [4] Continuous Blood Pressure Measurement From Invasive to Unobtrusive: Celebration of 200th Birth Anniversary of Carl Ludwig
    Ding, Xiao-Rong
    Zhao, Ni
    Yang, Guang-Zhong
    Pettigrew, Roderic I.
    Lo, Benny
    Miao, Fen
    Li, Ye
    Liu, Jing
    Zhang, Yuan-Ting
    [J]. IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2016, 20 (06) : 1455 - 1465
  • [5] Continuous Cuffless Blood Pressure Estimation Using Pulse Transit Time and Photoplethysmogram Intensity Ratio
    Ding, Xiao-Rong
    Zhang, Yuan-Ting
    Liu, Jing
    Dai, Wen-Xuan
    Tsang, Hon Ki
    [J]. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2016, 63 (05) : 964 - 972
  • [6] Pulse transit time technique for cuffless unobtrusive blood pressure measurement: from theory to algorithm
    Ding, Xiaorong
    Zhang, Yuan-Ting
    [J]. BIOMEDICAL ENGINEERING LETTERS, 2019, 9 (01) : 37 - 52
  • [7] PULSE TRANSIT-TIME AS AN INDICATOR OF ARTERIAL BLOOD-PRESSURE
    GEDDES, LA
    VOELZ, MH
    BABBS, CF
    BOURLAND, JD
    TACKER, WA
    [J]. PSYCHOPHYSIOLOGY, 1981, 18 (01) : 71 - 74
  • [8] Continuous blood pressure measurement by using the pulse transit time: comparison to a cuff-based method
    Gesche, Heiko
    Grosskurth, Detlef
    Kuechler, Gert
    Patzak, Andreas
    [J]. EUROPEAN JOURNAL OF APPLIED PHYSIOLOGY, 2012, 112 (01) : 309 - 315
  • [9] Hickson S K, 1924, J Physiol, V59, P217
  • [10] MEASUREMENTS OF YOUNGS MODULUS OF ELASTICITY OF THE CANINE AORTA WITH ULTRASOUND
    HUGHES, DJ
    BABBS, CF
    GEDDES, LA
    BOURLAND, JD
    [J]. ULTRASONIC IMAGING, 1979, 1 (04) : 356 - 367