https://scholars.lib.ntu.edu.tw/handle/123456789/587261
標題: | Wheeze recognition based on 2D bilateral filtering of spectrogram | 作者: | Lin, Bor Shing Lin, Bor Shyh HUEY-DONG WU Chong, Fok Ching SAO-JIE CHEN |
關鍵字: | Bilateral filter | CORSA | Respiratory sound | Spectrogram | Wheeze | 公開日期: | 25-六月-2006 | 卷: | 18 | 期: | 3 | 來源出版物: | Biomedical Engineering - Applications, Basis and Communications | 摘要: | This paper describes the design of a low-cost and high performance wheeze recognition system. First, respiratory sounds are captured, amplified and filtered by an analog circuit; then digitized through a PC soundcard, and recorded in accordance with the Computerized Respiratory Sound Analysts (CORSA) standards. Since the proposed wheeze detection algorithm is based on the spectrogram processing of respiratory sounds, spectrograms generated from recorded sounds have to pass through a 2D bilateral filter for edge-preserving smoothing. Finally, the processed spectra go through an edge detection procedure to recognize wheeze sounds. Experiment results show a high sensitivity of 0.967 and a specificity of 0.909 in qualitative analysis of wheeze recognition. Due to its high efficiency, great performance and easy-to-implement features, this wheeze recognition system could be of interest in the clinical monitoring of asthma patients and the study of physiological mechanisms in the respiratory airways. |
URI: | https://scholars.lib.ntu.edu.tw/handle/123456789/587261 | ISSN: | 10162372 | DOI: | 10.4015/S1016237206000221 |
顯示於: | 醫學院附設醫院 (臺大醫院) |
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