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Paper Abstract and Keywords
Presentation 2019-01-22 13:20
[Poster Presentation] CNN-based lymphedema detection method using CT image
Satoki Zenbutsu, Takashi Ohnishi, Shinsuke Akita, Nobuyuki Mitsukawa, Hideaki Haneishi (Chiba Univ.)
Abstract (in Japanese) (See Japanese page) 
(in English) Lymphedema is a disease which is often created after treatment of cancer. In this study, detection of lymphedema is performed using CT image obtained as follow-up after cancer treatment. In the proposed method, a discriminator is generated by extracting ROI, extracting attention to fat layer on CT images and machine learning by CNN. As a result, it was possible to discriminate the possibility of lymphedema with an accuracy of about 85.7%.
Keyword (in Japanese) (See Japanese page) 
(in English) Lymphedema / CNN / CT image / Machine Learning / Detection / / /  
Reference Info. IEICE Tech. Rep., vol. 118, no. 412, MI2018-75, pp. 57-61, Jan. 2019.
Paper # MI2018-75 
Date of Issue 2019-01-15 (MI) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380

Conference Information
Committee MI  
Conference Date 2019-01-22 - 2019-01-23 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
Topics (in English) Medical Image Engineering, Analysis, Recognition, etc. 
Paper Information
Registration To MI 
Conference Code 2019-01-MI 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) CNN-based lymphedema detection method using CT image 
Sub Title (in English)  
Keyword(1) Lymphedema  
Keyword(2) CNN  
Keyword(3) CT image  
Keyword(4) Machine Learning  
Keyword(5) Detection  
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1st Author's Name Satoki Zenbutsu  
1st Author's Affiliation Chiba University (Chiba Univ.)
2nd Author's Name Takashi Ohnishi  
2nd Author's Affiliation Chiba University (Chiba Univ.)
3rd Author's Name Shinsuke Akita  
3rd Author's Affiliation Chiba University (Chiba Univ.)
4th Author's Name Nobuyuki Mitsukawa  
4th Author's Affiliation Chiba University (Chiba Univ.)
5th Author's Name Hideaki Haneishi  
5th Author's Affiliation Chiba University (Chiba Univ.)
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Speaker
Date Time 2019-01-22 13:20:00 
Presentation Time 50 
Registration for MI 
Paper # IEICE-MI2018-75 
Volume (vol) IEICE-118 
Number (no) no.412 
Page pp.57-61 
#Pages IEICE-5 
Date of Issue IEICE-MI-2019-01-15 


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