Diagnosis of Vocal Cord Paralysis in Anaesthesia

被引:1
|
作者
余炜 [1 ,2 ]
曾孝平 [1 ]
HAMID GholamHosseini [3 ]
ANDREW Cameron [4 ]
MICHAEL Harrison J [5 ]
机构
[1] Faculty of Information Engineering and Automation,Kunming University of Science and Technology
[2] College of Communication Engineering,Chongqing University
[3] Institute of Biomedical Technologies(IBTec),Auckland University of Technology
[4] Middlemore Hospital(Otahuhu),Auckland 1640,New Zealand  5. School of Medicine,University of Auckland,Auckland 1142,New Zealand
基金
中国国家自然科学基金;
关键词
vocal cord paralysis; wavelet packet analysis(WPA); support vector machine(SVM); anaesthesia;
D O I
10.19884/j.1672-5220.2011.01.002
中图分类号
R767.4 [声带疾病];
学科分类号
100213 ;
摘要
Vocal cord paralysis can occur as a complication o surgery or anaesthesia,if permanent is a significant clinica problem.Early detection is important to optimize the chance o repair,and avoid complications associated with an impaired swallow.An algorithm to detect altered vocal cord function was presented based on wavelet packet analysis(WPA) and suppor vector machines(SVM),and compared with the Hoarseness Diagram method(HDm),which was reported as an objective voice quality evaluation approach and could be used for pathological voice discrimination.Experiments using voice signals recorded from subjects before and after the procedure show high classification accuracy with the new algorithm,whereas HDm fails in the detection of a hoarse voice.This finding would help to develop a screening tool to detect the vocal structure damage during surgery.
引用
收藏
页码:5 / 9
页数:5
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