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17th IEEE Symposium on Computer-Based Medical Systems (CBMS'04)
The Effect of Mammogram Databases on Algorithm Performance
Bethesda, Maryland
June 24-June 25
ISBN: 0-7695-2104-5
ASCII Text
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Michael Wirth, Jennifer Lyon, Matteo Fraschini, Dennis Nikitenko, "The Effect of Mammogram Databases on Algorithm Performance," Computer-Based Medical Systems, IEEE Symposium on, pp. 15, 17th IEEE Symposium on Computer-Based Medical Systems (CBMS'04), 2004.
 
 
BibTex
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@article{ 10.1109/CBMS.2004.1311684,
author = {Michael Wirth and Jennifer Lyon and Matteo Fraschini and Dennis Nikitenko},
title = {The Effect of Mammogram Databases on Algorithm Performance},
journal ={Computer-Based Medical Systems, IEEE Symposium on},
volume = {0},
year = {2004},
issn = {1063-7125},
pages = {15},
doi = {http://doi.ieeecomputersociety.org/10.1109/CBMS.2004.1311684},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
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TY - CONF
JO - Computer-Based Medical Systems, IEEE Symposium on
TI - The Effect of Mammogram Databases on Algorithm Performance
SN - 1063-7125
SP
EP
A1 - Michael Wirth,
A1 - Jennifer Lyon,
A1 - Matteo Fraschini,
A1 - Dennis Nikitenko,
PY - 2004
KW - null
VL - 0
JA - Computer-Based Medical Systems, IEEE Symposium on
ER -
 
Michael Wirth, University of Guelph, Canada
Jennifer Lyon, University of Guelph, Canada
Matteo Fraschini, Universit? di Cagliari, Italy
Dennis Nikitenko, University of Guelph, Canada
One of the caveats of the process of designing image processing algorithms is that they are often tested on insignificant numbers of images. This paper discusses the influence of mammogram databases on the performance evaluation of algorithms. We hope to demonstrate that the use of extensive collections of mammograms with varied characteristics to assess algorithm performance can lead to more robust algorithms.
Citation:
Michael Wirth, Jennifer Lyon, Matteo Fraschini, Dennis Nikitenko, "The Effect of Mammogram Databases on Algorithm Performance," cbms, pp.15, 17th IEEE Symposium on Computer-Based Medical Systems (CBMS'04), 2004
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