DocumentCode
139527
Title
Automatic lung tidal volumes estimation from tracheal sounds
Author
Guangwei Chen ; de la Cruz, Ildefonso ; Rodriguez-Villegas, Esther
fYear
2014
fDate
26-30 Aug. 2014
Firstpage
1497
Lastpage
1500
Abstract
This paper presents a method to automatically estimate lung tidal volumes from the acoustic signals generated in the respiratory track. The signal is measured with an acoustic based sensor placed in the suprasternal notch. The method does not require any previous knowledge or modelling of the individual respiratory track, and relies on just one calibration parameter. The proposed algorithm is tested on 316 respiratory phases obtained from 4 volunteers. The subjects were simultaneously wearing a Wright respirometer which was used as a gold standard for comparison. Agreement between the two methods was assessed with Bland-Altman techniques. The results show the potential the technique has, integrated with a small acoustic sensor, for less-intrusive and even remote and/or continuous monitoring of lung tidal volumes.
Keywords
acoustic transducers; bioacoustics; calibration; lung; patient monitoring; pneumodynamics; Bland-Altman techniques; Wright respirometer; acoustic sensor; acoustic signals; automatic lung tidal volumes estimation; calibration; continuous lung tidal volume monitoring; respiratory track; suprasternal notch; tracheal sounds; Acoustic measurements; Acoustics; Estimation; Lungs; Monitoring; Noise; Volume measurement;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE
Conference_Location
Chicago, IL
ISSN
1557-170X
Type
conf
DOI
10.1109/EMBC.2014.6943885
Filename
6943885
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