• DocumentCode
    2093170
  • Title

    Analysis of Doppler Ultrasound Blood Flow Signals of Wrist Radial Artery for Discriminating Healthy People from 3 Kinds of Patients

  • Author

    Wang, Kuanquan ; Xu, Chao ; Zhang, Dongyu ; Li, Naimin

  • Author_Institution
    Bio-Comput. Res. Center, Harbin Inst. of Technol., Harbin
  • fYear
    2008
  • fDate
    17-19 June 2008
  • Firstpage
    87
  • Lastpage
    89
  • Abstract
    Doppler ultrasound blood flow signal (DUBFS) is a non-stationary signal that is widely used in the study of the clinical diagnosis of cardiovascular diseases. According to the theory of pulse diagnosis of traditional Chinese medicine, in this paper, a feature extraction method based on Hilbert_Huang transform is proposed in order to investigate the relationship between the DUBFS of wrist radial artery and the pathological changes of certain organs. The extracted features have applied in classification experiments on 4 groups of data, which are healthy persons, gastritis patients, cholecystitis patients and nephritis patients, respectively. Experimental results with high recognition rates demonstrate that Hilbert_Huang transform is an effective method of time-frequency analysis for DUBFS, and extracted features by proposed method have promising discriminating ability between the healthy people and 3 kinds of patients.
  • Keywords
    cardiovascular system; feature extraction; haemodynamics; medical computing; patient diagnosis; Doppler ultrasound blood flow signals; Hilbert_Huang transform; cardiovascular diseases; clinical diagnosis; feature extraction; wrist radial artery; Arteries; Blood flow; Cardiovascular diseases; Clinical diagnosis; Data mining; Feature extraction; Medical diagnostic imaging; Signal analysis; Ultrasonic imaging; Wrist; Doppler Ultrasound Blood Flow Signal; Hilbert_Huang transform; diagnosis; time-frequency analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer-Based Medical Systems, 2008. CBMS '08. 21st IEEE International Symposium on
  • Conference_Location
    Jyvaskyla
  • ISSN
    1063-7125
  • Print_ISBN
    978-0-7695-3165-6
  • Type

    conf

  • DOI
    10.1109/CBMS.2008.57
  • Filename
    4561961