DocumentCode :
2741566
Title :
Finding the Lung sound-Flow Relationship in Normal and Asthmatic Subjects
Author :
Hossain, I. ; Moussavi, Z.
Author_Institution :
Department of Electrical and Computer Engineering, University of Manitoba, Winnipeg, MB, ihossain@ee.umanitoba.ca
Volume :
2
fYear :
2004
fDate :
1-5 Sept. 2004
Firstpage :
3852
Lastpage :
3855
Abstract :
To investigate the relationship between lung sound (LS) and flow, we studied LS signals from 5 healthy adults (group I), 10 healthy children (group II) and 7 asthmatic children (group III). The LS signals were recorded on right upper lung lobe at different flow rates varied from 0.4 to 3.0 L/s and the flow signals were measured at mouth. The LS and flow signals were parsed into segments of 1024 data points with 50% overlap between successive segments. The mean LS amplitude (mean AMP) and mean flow (flow) were calculated for each segment. The average power (Pave) of each segment was calculated from LS spectrum for different frequency bands between 20-600 Hz. Four different types of models, representing the relationship between mean AMP or Paveand flow, were investigated using different percentage of flow signal in each inspiratory phase. The model coefficients were derived from either linear regression analysis or polynomial curve fitting between the data and model variables. The correlation coefficients (r) between the experimental data and data estimated from the model coefficients were calculated for each subject in each model and averaged between the subjects. The results showed much stronger correlation between Paveand flow than mean AMP and flow for all groups. The best model to describe Paverelationship with flow was found to be power relationship in both healthy adults and children whereas a third-order polynomial curve best fitted the Paveand flow data in asthmatic group. The optimum frequency band to calculate Pavewas found to be 150-450 Hz for healthy subjects and 300-600 Hz for asthmatic children. The diminution of heart sound (HS) from LS recordings showed no change in the selected model in all three groups. The results of this study suggest the difference in Pave- flow relationship in healthy and asthmatic subjects may be used as a diagnostic tool for asthma.
Keywords :
flow; lung sound amplitude; lung sound average power; relationship; Curve fitting; Diseases; Fluid flow measurement; Frequency; Heart; Linear regression; Lungs; Mouth; Pediatrics; Polynomials;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 2004. IEMBS '04. 26th Annual International Conference of the IEEE
Print_ISBN :
0-7803-8439-3
Type :
conf
DOI :
10.1109/IEMBS.2004.1404078
Filename :
1404078
Link To Document :
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