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  4. Validating the inspired sinewave technique to measure lung heterogeneity compared to atelectasis & over-distended volume in computed tomography images
 
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Validating the inspired sinewave technique to measure lung heterogeneity compared to atelectasis & over-distended volume in computed tomography images

Journal
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
Journal Volume
2021-June
Pages
1010-1014
Date Issued
2021
Author(s)
Tran M.C
Phan P.-A
Crockett D.C
Formenti F
Cronin J.N
Payne S.J
STEPHEN JOHN PAYNE  
DOI
10.1109/ICASSP39728.2021.9413942
URI
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85108151119&doi=10.1109%2fICASSP39728.2021.9413942&partnerID=40&md5=f75bcb7e152cae6bc637c581845345d6
https://scholars.lib.ntu.edu.tw/handle/123456789/598895
Abstract
The inspired sinewave technique (IST) is a non-invasive non-ionising method which can measure accurately lung parameters. Six anaesthetised pigs were studied after surfactant depletion by saline-lavage. Paired measurements of lung heterogeneity were taken with the IST and computed tomography (CT). Lung heterogeneity measured by the IST was calculated by the ratio of tracer gas outputs measured at 180s and 60s. In CT images, lungs were manually segmented and divided into different regions according to voxel density. The IST and CT show strong agreement on lung heterogeneity measurements. In the IST ventilation heterogeneity value, the linear correlation in total of six pigs are weaker than individual animal (R2=0.33 vs R2=0.67 on average). The IST perfusion heterogeneity agreements are lower than IST ventilation values due to the IST technical setup. IST has the potential to measure the lung heterogeneity in ARDS animals. ? 2021 IEEE
Subjects
ARDS
CT images
IST
Lung heterogeneity
Lung simulation
Biological organs
Mammals
Computed tomography images
CT Image
Heterogeneity measurements
Linear correlation
Measurements of
Sine-wave
Tracer gas
Computerized tomography
Type
conference paper

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