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16th International Conference on Pattern Recognition (ICPR'02) - Volume 1
Recognizing Emphysema — A Neural Network Approach
Quebec City, QC, Canada
August 11-August 15
ISBN: 0-7695-1695-X
ASCII Text
x 
 
Ola Friman, Magnus Borga, Mikael Lundberg, Ulf Tylén, Hans Knutsson, "Recognizing Emphysema — A Neural Network Approach," Pattern Recognition, International Conference on, vol. 1, pp. 10512, 16th International Conference on Pattern Recognition (ICPR'02) - Volume 1, 2002.
 
 
BibTex
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@article{ 10.1109/ICPR.2002.1044781,
author = {Ola Friman and Magnus Borga and Mikael Lundberg and Ulf Tylén and Hans Knutsson},
title = {Recognizing Emphysema — A Neural Network Approach},
journal ={Pattern Recognition, International Conference on},
volume = {1},
year = {2002},
issn = {1051-4651},
pages = {10512},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICPR.2002.1044781},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Pattern Recognition, International Conference on
TI - Recognizing Emphysema — A Neural Network Approach
SN - 1051-4651
SP
EP
A1 - Ola Friman,
A1 - Magnus Borga,
A1 - Mikael Lundberg,
A1 - Ulf Tylén,
A1 - Hans Knutsson,
PY - 2002
KW - null
VL - 1
JA - Pattern Recognition, International Conference on
ER -
 
Ola Friman, Linköping University
Magnus Borga, Linköping University
Mikael Lundberg, Linköping University
Ulf Tylén, Göteborg University
Hans Knutsson, Linköping University
An accurate and fully automatic method for detecting and quantifying emphysema in CT-images is presented. The method is based on an image preprocessing step followed by a neural network classifier trained to separate true emphysema from artifacts. The proposed approach is shown to be superior to an established method when applied on real patient data.
Citation:
Ola Friman, Magnus Borga, Mikael Lundberg, Ulf Tylén, Hans Knutsson, "Recognizing Emphysema — A Neural Network Approach," icpr, vol. 1, pp.10512, 16th International Conference on Pattern Recognition (ICPR'02) - Volume 1, 2002
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