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Diagnosis of Vocal Cord Paralysis in Anaesthesia
  • ISSN号:1002-8331
  • 期刊名称:《计算机工程与应用》
  • 时间:0
  • 分类:TN911.72[电子电信—通信与信息系统;电子电信—信息与通信工程]
  • 作者机构:[1]Faculty of Information Engineering and Automation,Kunming University of Science and Technology,Kunming650500,China, [2]College of Communication Engineering,Chongqing University,Chongqing400044,China, [3]Institute of Biomedical Technologies(IBTec),Auckland University of Technology,Aucklandj142,NewZealand, [4]Middlemore Hospital(Otahuhu),Auckland 1640,New Zealand, [5]School of Medicine,University of Auckland,Auckland 1142,New Zealand
  • 相关基金:National Natural Science Foundation of China (No.60971016)
中文摘要:

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.

英文摘要:

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.

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期刊信息
  • 《计算机工程与应用》
  • 北大核心期刊(2014版)
  • 主管单位:中国电子科技集团公司
  • 主办单位:华北计算技术研究所
  • 主编:怀进鹏
  • 地址:北京市海淀区北四环中路211号北京619信箱26分箱
  • 邮编:100083
  • 邮箱:ceaj@vip.163.com
  • 电话:
  • 国际标准刊号:ISSN:1002-8331
  • 国内统一刊号:ISSN:11-2127/TP
  • 邮发代号:82-605
  • 获奖情况:
  • 1. 2012年首批获得中国学术文献评价中心发布的 “...,2. 2001年获得新闻出版署“中国期刊方阵双效期刊”,3. 2008年首批入选国家科技部“中国精品科技期刊...,4.2003年-2011年连续获得工业和信息化部期刊最高...
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  • 被引量:97887