Pattern classification for Doppler ultrasonic wrist pulse signals

3rd International Conference on Bioinformatics and Biomedical Engineering, iCBBE 2009

Volumn , Issue , 2009, Pages

  Chen, Yinghui ^a   Zhang, Lei ^a   Zhang, David ^a   Zhang, Dongyu ^a  

^a HONG KONG POLYTECHNIC UNIVERSITY   (Hong Kong)

Author keywords

Auto regressive model; SVM; Traditional Chinese pulse diagnosis; Wavelet transform

Indexed keywords

AUTO REGRESSIVE MODELS; AUTO-REGRESSIVE; DISTINCTIVE FEATURES; DOPPLER; HEALTH STATUS; HEALTHY PERSONS; PATTERN CLASSIFICATION; PREDICTION ERRORS; PULSE DIAGNOSIS; PULSE SIGNAL; SVM; TRADITIONAL CHINESE MEDICINE; WAVELET METHODS;

BIOINFORMATICS; SIGNAL ANALYSIS; SUPPORT VECTOR MACHINES; ULTRASONIC DEVICES; ULTRASONICS; WAVELET TRANSFORMS;

DIAGNOSIS;

EID: 72749116711     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICBBE.2009.5163172     Document Type: Conference Paper

References (12)

1. Leon Hammer, Chinese Pulse Diagnosis- Contemporary Approach, Eastland Press, 2001.
2. P. Leonard, T. F. Beattie, P. S. Addison, and J. N. Watson, "Wavelet analysis of pulse oximeter waveform permits identification of unwell children," Journal of Emergency Medicine, vol. 21, pp. 59-60, 2004.
3. B. Wang, J. Luo, J. Xiang, and Y. Yang, "Power spectral analysis of human pulse and study of traditional Chinese medicine pulse-diagnosis mechanism," Journal of Northwestern University (Natural Science Edition), vol. 31, no. 1, pp. 22-25, 2001.
4. E. Lau, and A. Chwang, "Relationship between wrist-pulse characteristics and body conditions", Proceeding of EM2000 Conference, Austin, Texas, May 21-24 2000.
5. W. Lu, Y. Wang, and W. Wang, "Pulse analysis of patients with severe liver problems", IEEE Engineering in Medicine and Biology Magazine, vol. 18, No. 1, pp. 73-75, Jan./Feb. 1999.
6. D. Zhang, L. Zhang, D. Zhang, and Y. Zheng, 'Wavelet Based Analysis of Doppler Ultrasonic Wrist-pulse Signals', Proceeding of ICBBE 2008 Conference, Shanghai,vol.2, pp. 589-543, 2008.
7. B. Chen, X. Wang, S. Yang, C. McGreavy, 'Application of wavelets and neural networks to diagnostic system development, 1, feature extraction', Computers and Chemical Engineering, vol.23, pp. 899-906, 1999.
8. A. Hera1 and Z. Hou, 'Application of Wavelet Approach for ASCE Structural Health Monitoring Benchmark Studies', Journal of Engineering Mechanics, vol.1, pp. 96-104, 2004.
9. X. Liu, Vibration-based Structural Damage Identification Techniques, Ph.D. Thesis, 2007
10. Y. Wang, X. Wu, B.Liu, and Y. Yi, 'Definition and Application of Indices in Doppler Ultrasound Sonogram', Journal of Biomedical Engineering of Shanghai, vol.18, pp. 26-29, 1997.
11. C. Burges, 'A Tutorial on Support Vector Machines for Pattern Recognition', Data Mining and Knowledge Discovery, vol. 2, pp. 121-167, 1998.
12. L. Ljung, System Identification: Theory for the User, Upper Saddle River, NJ, Prentice-Hal PTR, 1999.