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Paper Abstract and Keywords
Presentation 2010-09-03 12:50
[Poster Presentation] An Automatic Detection Method for Carotid Artery Calcification in Dental Panoramic Radiographs for Screening of Atherosclerosis -- A New Method Considering Intensity Gradients --
Yoshinori Izumi, Katsuyuki Shinjo, Mitsuji Muneyasu (Kansai Univ.), Akira Asano (Hiroshima Univ.), Akira Taguchi (Matsumoto Dental Univ.)
Abstract (in Japanese) (See Japanese page) 
(in English) It has been reported that the carotid artery calcification is closely related to the progress of arteriosclerosis in elderly people. We have investigated an automatic detection system of carotid artery calcifications on dental panoramic radiographs in order to incidentally find arteriosclerosis and refer the patients to medical professionals.
This paper proposes a new detection method based on intensity gradients. It is observed that the intensities of the calcifications in radiographs are higher than those in the surrounding regions. The proposed method utilizes this to realize an automatic detection with smaller number of prefixed parameters than the conventional ones. The detection ability of the proposed method is experimentally shown to be superior to the conventional ones.
Keyword (in Japanese) (See Japanese page) 
(in English) carotid artery calcification / arteriosclerosis / dental panoramic radiograph / clustering / k-means method / / /  
Reference Info. IEICE Tech. Rep., vol. 110, no. 195, MI2010-58, pp. 43-48, Sept. 2010.
Paper # MI2010-58 
Date of Issue 2010-08-27 (MI) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380

Conference Information
Committee MI  
Conference Date 2010-09-03 - 2010-09-03 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
Topics (in English) general medical imaging 
Paper Information
Registration To MI 
Conference Code 2010-09-MI 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) An Automatic Detection Method for Carotid Artery Calcification in Dental Panoramic Radiographs for Screening of Atherosclerosis 
Sub Title (in English) A New Method Considering Intensity Gradients 
Keyword(1) carotid artery calcification  
Keyword(2) arteriosclerosis  
Keyword(3) dental panoramic radiograph  
Keyword(4) clustering  
Keyword(5) k-means method  
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1st Author's Name Yoshinori Izumi  
1st Author's Affiliation Kansai University (Kansai Univ.)
2nd Author's Name Katsuyuki Shinjo  
2nd Author's Affiliation Kansai University (Kansai Univ.)
3rd Author's Name Mitsuji Muneyasu  
3rd Author's Affiliation Kansai University (Kansai Univ.)
4th Author's Name Akira Asano  
4th Author's Affiliation Hiroshima University (Hiroshima Univ.)
5th Author's Name Akira Taguchi  
5th Author's Affiliation Matsumoto Dental University (Matsumoto Dental Univ.)
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Speaker
Date Time 2010-09-03 12:50:00 
Presentation Time 60 
Registration for MI 
Paper # IEICE-MI2010-58 
Volume (vol) IEICE-110 
Number (no) no.195 
Page pp.43-48 
#Pages IEICE-6 
Date of Issue IEICE-MI-2010-08-27 


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