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Gabor texture measure in interstitial lung disease discrimination using high resolution computed tomography thorax images

High rsolution computed tomography (HRCT) thorax imaging is a trusted modality which is widely used in medical institutions to detect respiratory disease, in particular, interstitial lung disease (ILD) detection. Observing the enormous number of slices for single patient is time consuming and conseq...

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Main Authors: Ebrahimian, H., Noor, N. M., Rijal, O. M., Yunus, A., Kassim, R. M.
Format: Conference or Workshop Item
Published: 2015
Subjects:
T Technology (General)
Online Access:http://eprints.utm.my/id/eprint/59284/
http://dx.doi.org/10.1109/IECBES.2014.7047625
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id my.utm.59284
record_format eprints
spelling my.utm.592842021-12-15T04:21:01Z http://eprints.utm.my/id/eprint/59284/ Gabor texture measure in interstitial lung disease discrimination using high resolution computed tomography thorax images Ebrahimian, H. Noor, N. M. Rijal, O. M. Yunus, A. Kassim, R. M. T Technology (General) High rsolution computed tomography (HRCT) thorax imaging is a trusted modality which is widely used in medical institutions to detect respiratory disease, in particular, interstitial lung disease (ILD) detection. Observing the enormous number of slices for single patient is time consuming and consequently may lead to human error. In order to overcome to this problem, developing computer aided diagnostic (CAD) systems will assist radiologists to make correct decision in shorter time when a single case is studied. A prototype CAD system using level 5 slice of HRCT images is proposed in this study with measuring textures derived from Gabor filtered images. Ability of proposed CAD system for pairwise discrimination of ILD, non-ILD and normal lungs is tested with a statistical data analysis procedure. 2015 Conference or Workshop Item PeerReviewed Ebrahimian, H. and Noor, N. M. and Rijal, O. M. and Yunus, A. and Kassim, R. M. (2015) Gabor texture measure in interstitial lung disease discrimination using high resolution computed tomography thorax images. In: 3rd IEEE Conference on Biomedical Engineering and Sciences, IECBES 2014, 8 - 10 December 2014, Kuala Lumpur, Malaysia. http://dx.doi.org/10.1109/IECBES.2014.7047625
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
topic T Technology (General)
spellingShingle T Technology (General)
Ebrahimian, H.
Noor, N. M.
Rijal, O. M.
Yunus, A.
Kassim, R. M.
Gabor texture measure in interstitial lung disease discrimination using high resolution computed tomography thorax images
description High rsolution computed tomography (HRCT) thorax imaging is a trusted modality which is widely used in medical institutions to detect respiratory disease, in particular, interstitial lung disease (ILD) detection. Observing the enormous number of slices for single patient is time consuming and consequently may lead to human error. In order to overcome to this problem, developing computer aided diagnostic (CAD) systems will assist radiologists to make correct decision in shorter time when a single case is studied. A prototype CAD system using level 5 slice of HRCT images is proposed in this study with measuring textures derived from Gabor filtered images. Ability of proposed CAD system for pairwise discrimination of ILD, non-ILD and normal lungs is tested with a statistical data analysis procedure.
format Conference or Workshop Item
author Ebrahimian, H.
Noor, N. M.
Rijal, O. M.
Yunus, A.
Kassim, R. M.
author_facet Ebrahimian, H.
Noor, N. M.
Rijal, O. M.
Yunus, A.
Kassim, R. M.
author_sort Ebrahimian, H.
title Gabor texture measure in interstitial lung disease discrimination using high resolution computed tomography thorax images
title_short Gabor texture measure in interstitial lung disease discrimination using high resolution computed tomography thorax images
title_full Gabor texture measure in interstitial lung disease discrimination using high resolution computed tomography thorax images
title_fullStr Gabor texture measure in interstitial lung disease discrimination using high resolution computed tomography thorax images
title_full_unstemmed Gabor texture measure in interstitial lung disease discrimination using high resolution computed tomography thorax images
title_sort gabor texture measure in interstitial lung disease discrimination using high resolution computed tomography thorax images
publishDate 2015
url http://eprints.utm.my/id/eprint/59284/
http://dx.doi.org/10.1109/IECBES.2014.7047625
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score 13.211869

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