Objective auscultation for traditional chinese medical diagnosis using novel acoustic parameters.
The goal of this work is to propose novel acoustic parameters of voice for the purpose of providing a quantitative analysis of auscultation in traditional Chinese medical diagnosis. There is rare amount of available literature related to this topic. Four novel acoustic parameters, the average number of zero-crossings, the variations in local peaks and valleys, the variations in first and second formant frequencies, and the spectral energy ratio, are presented to analyze and identify the characteristics among non-vacuity, qi-vacuity, and yin-vacuity subjects. Among these acoustic parameters, two temporal parameters, the average number of zero-crossings and the variations in local peaks and valleys, outperformed other parameters in classifying both non-vacuity and deficient subjects. The spectral energy ratio was adequate for the classification between qi-vacuity and yin-vacuity patients. This research is a first step in an ongoing effort to modernize the auscultation in traditional Chinese medical diagnosis.
Chiu
C C
CC
Institute of Automatic Control Engineering, Feng Chia, Taiwan, ROC. chiuc@auto.fcu.edu.tw
Chang
H H
HH
Yang
C H
CH
D000162:Acoustics; D000328:Adult; D001172:Arthritis, Rheumatoid / Q000175:diagnosis* / Q000503:physiopathology; D001314:Auscultation / Q000706:statistics & numerical data*; D016002:Discriminant Analysis; D005260:Female; D006801:Humans; D008180:Lupus Erythematosus, Systemic / Q000175:diagnosis* / Q000503:physiopathology; D008297:Male; D008432:Mathematical Computing; D008516:Medicine, Chinese Traditional; D012859:Sjogren's Syndrome / Q000175:diagnosis* / Q000503:physiopathology; D014833:Voice Quality / Q000502:physiology*