Presentation 2005-01-21
False-Positive Elimination of Mammographic Masses Using Similar Image Retrieval on Mammogram CAD System
Koichi KURIYAMA, Toshiaki NAKAGAWA, Takeshi HARA, Hiroshi FUJITA, Tokiko ENDO, Takuji IWASE,
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Abstract(in English) We have been developing a method of a false-positive elimination of mammographic masses using similar image retrieval on mammogram CAD system. Firstly, 140 features are extracted from 4-way edge images using higher-order autocorrelation. Secondly, the similarity between the images is calculated by the Euclidean distance. Finally, false positives are eliminated by irregular majority decision. The effectiveness of our method was confirmed by the experiment using mammograms.
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Keyword(in English) Similar Image Retrieval / CAD system / False-Positive Elimination / Mammogram / Mass
Paper # MI2004-71
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Committee MI
Conference Date 2005/1/14(1days)
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Registration To Medical Imaging (MI)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) False-Positive Elimination of Mammographic Masses Using Similar Image Retrieval on Mammogram CAD System
Sub Title (in English)
Keyword(1) Similar Image Retrieval
Keyword(2) CAD system
Keyword(3) False-Positive Elimination
Keyword(4) Mammogram
Keyword(5) Mass
1st Author's Name Koichi KURIYAMA
1st Author's Affiliation Graduate School of Medicine, Gifu University()
2nd Author's Name Toshiaki NAKAGAWA
2nd Author's Affiliation Collaborative Center for Academy, Industry and Government, Gifu University
3rd Author's Name Takeshi HARA
3rd Author's Affiliation Graduate School of Medicine, Gifu University
4th Author's Name Hiroshi FUJITA
4th Author's Affiliation Graduate School of Medicine, Gifu University
5th Author's Name Tokiko ENDO
5th Author's Affiliation Department of Radiology, Nagoya Medical Center
6th Author's Name Takuji IWASE
6th Author's Affiliation Department of Breast Surgery, Cancer Institute Hospital
Date 2005-01-21
Paper # MI2004-71
Volume (vol) vol.104
Number (no) 579
Page pp.pp.-
#Pages 6
Date of Issue