Noninvasive Blood Pressure Analysis using Empirical Mode Decomposition (EMD) - Based Oscillometric Method

被引:3
|
作者
Hsiao, Fu-Jung [1 ]
Hung, Chen-Chuan [1 ]
机构
[1] Ind Technol Res Inst, Ctr Measurement Stand, Hsinchu, Taiwan
关键词
noninvasive blood pressure measurement; empirical mode decomposition; oscillometric method;
D O I
10.1109/BMEI.2010.5639803
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
This study proposes a new method to extract oscillometric pulses for noninvasive blood pressure measurement using empirical mode decomposition, based on the oscillometric method. The mean and standard deviation of the present method in systolic and diastolic pressure are 1.6 and 5.2, and 0.7 and 5.2, respectively, which not only passes the AAMI (Association for the Advancement of Medical Instrumentation) and EN (European Norm) blood pressure measurement criteria, but also performs more accurate measurements than commercial noninvasive blood pressure measurement devices.
引用
收藏
页码:973 / 977
页数:5
相关论文
共 50 条
  • [1] Empirical Mode Decomposition (EMD) transform for spatial analysis
    Li, ZL
    Khoshelham, K
    Ding, XL
    Zheng, DW
    ADVANCES IN SPATIAL ANALYSIS AND DECISION MAKING, 2004, 1 : 19 - 29
  • [2] NONINVASIVE BLOOD-PRESSURE MEASUREMENT IN NEONATES AND INFANTS WITH THE OSCILLOMETRIC METHOD
    PAPADOPOULOS, G
    ANAESTHESIST, 1994, 43 (07): : 441 - 446
  • [3] THE ACCURACY OF CENTRAL BLOOD PRESSURE OBTAINED BY OSCILLOMETRIC NONINVASIVE METHOD IN CHILDREN
    Shiraishi, M.
    Murakami, T.
    JOURNAL OF HYPERTENSION, 2018, 36 : E72 - E73
  • [4] An empirical mode decomposition (EMD)-based scheme for alcoholism identification
    Thilagaraj, M.
    Rajasekaran, M. Pallikonda
    PATTERN RECOGNITION LETTERS, 2019, 125 : 133 - 139
  • [5] Study on the method of restraining the ending effect of empirical mode decomposition (EMD)
    School of Mechanical and Vehicular Engineering, Beijing Institute of Technology, Beijing 100081, China
    不详
    Beijing Ligong Daxue Xuebao, 2006, 3 (196-200):
  • [6] Pressure fluctuation signal analysis of pump based on ensemble empirical mode decomposition method
    Pan, Hong
    Bu, Min-sheng
    WATER SCIENCE AND ENGINEERING, 2014, 7 (02) : 227 - 235
  • [7] Pressure fluctuation signal analysis of pump based on ensemble empirical mode decomposition method
    Hong PAN
    Min-sheng BU
    WaterScienceandEngineering, 2014, 7 (02) : 227 - 235
  • [8] New method of processing the boundary problem in the empirical mode decomposition (EMD)
    Du, Xiu-Li
    He, Li-Zhi
    Beijing Gongye Daxue Xuebao / Journal of Beijing University of Technology, 2009, 35 (05): : 626 - 632
  • [9] Validation of oscillometric noninvasive blood pressure measurement devices using simulators
    Amoore, John N.
    Lemesre, Yann
    Murray, Ian C.
    Vacher, Emilie
    Mieke, Stephan
    King, Susan T.
    Smith, Fiona E.
    Murray, Alan
    BLOOD PRESSURE MONITORING, 2007, 12 (04) : 251 - 253
  • [10] Design of noninvasive arterial blood pressure measurement system by using double-cuffs oscillometric method
    Lee, Pil-Jae
    Lee, Young-Jae
    Kim, Dong-Jun
    Lee, Jae-Ho
    Lim, Min-Gyu
    Lee, Jeong-Whan
    Transactions of the Korean Institute of Electrical Engineers, 2012, 61 (06): : 885 - 890