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研究生:王彥迪
研究生(外文):Wang, Yan-Di
論文名稱:自動喘鳴檢測演算法開發
論文名稱(外文):Development of Automatic Wheeze-detection Algorithm
指導教授:林伯昰蘇海清
指導教授(外文):Lin, Bor-ShyhSu, Hai-Ching
口試委員:林伯昰郭和昌蘇海清林伯星
口試委員(外文):Lin, Bor-ShyhKuo, Ho-ChangSu, Hai-ChingLin, Bor-Shing
口試日期:2018-08-16
學位類別:碩士
校院名稱:國立交通大學
系所名稱:光電系統研究所
學門:工程學門
學類:電資工程學類
論文種類:學術論文
論文出版年:2018
畢業學年度:107
語文別:英文
論文頁數:36
中文關鍵詞:哮喘喘鳴典型相關性分析徑向基函數類神經網路
外文關鍵詞:asthmawheezescanonical correlation analysisradial basis function neural network
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摘 要 i
Abstract ii
致 謝 iv
Contents v
List of Tables vi
List of Figures vii
Chapter 1 Introduction 1
1.1 Background 1
1.2 Previous Research 1
1.3 Motivation 3
1.4 Organization Structure of Thesis 4
Chapter 2 Methods 5
2.1 System Architecture and Design 5
2.2 Automatic Wheeze-detection Algorithm 7
2.3 Experiment Design 13
Chapter 3 Results 14
3.1 Lung Sound Features in Time and Frequency Domains 14
3.2 Wheezing Features in Lung Sound Spectrogram 18
3.3 Classification Performance of RBFNN 22
Chapter 4 Discussions 26
Chapter 5 Conclusions 30
References 31
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