Title :
Asthmatic airways obstruction assessment based on detailed analysis of respiratory sound spectra
Author :
Oud, Mireille ; Dooijes, Edo Hans ; Van der Zee, Jaring S.
Author_Institution :
Dept. of Comput. Sci., Amsterdam Univ., Netherlands
Abstract :
This paper concerns the analysis of adventitious sounds produced by individual asthmatic patients, and relates the sounds to the degree of airways obstruction at the moment of sound recording. In this study, airways obstruction is represented by a parameter commonly used in clinical tests, the forced expiratory volume in one second. A nonrestrictive approach using spectral information in detail is followed, resulting in a fairly high resolution of respiration sounds with respect to airways obstruction. The beneficial effect of a power raising transformation is presented, together with an illumination of the background of this effect.
Keywords :
acoustic signal processing; bioacoustics; diseases; lung; medical signal processing; spectral analysis; 1 s; adventitious sounds; airways obstruction degree; asthmatic airways obstruction assessment; clinical tests; forced expiratory volume; individual asthmatic patients; nonrestrictive approach; power raising transformation; respiratory sound spectra analysis; spectral information; Computer science; Helium; Intelligent systems; Lighting; Lungs; Nearest neighbor searches; Pathology; Power generation; Signal resolution; Testing; Acoustics; Airway Obstruction; Asthma; Biomedical Engineering; Humans; Respiratory Sounds;
Journal_Title :
Biomedical Engineering, IEEE Transactions on