IEICE Technical Committee Submission System
Conference Paper's Information
Online Proceedings
[Sign in]
Tech. Rep. Archives
 Go Top Page Go Previous   [Japanese] / [English] 

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.) MI2018-75
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 Online edition: ISSN 2432-6380
Copyright
and
reproduction
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
Download PDF MI2018-75

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  
Keyword(6)  
Keyword(7)  
Keyword(8)  
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.)
6th Author's Name  
6th Author's Affiliation ()
7th Author's Name  
7th Author's Affiliation ()
8th Author's Name  
8th Author's Affiliation ()
9th Author's Name  
9th Author's Affiliation ()
10th Author's Name  
10th Author's Affiliation ()
11th Author's Name  
11th Author's Affiliation ()
12th Author's Name  
12th Author's Affiliation ()
13th Author's Name  
13th Author's Affiliation ()
14th Author's Name  
14th Author's Affiliation ()
15th Author's Name  
15th Author's Affiliation ()
16th Author's Name  
16th Author's Affiliation ()
17th Author's Name  
17th Author's Affiliation ()
18th Author's Name  
18th Author's Affiliation ()
19th Author's Name  
19th Author's Affiliation ()
20th Author's Name  
20th Author's Affiliation ()
Speaker Author-1 
Date Time 2019-01-22 13:20:00 
Presentation Time 50 minutes 
Registration for MI 
Paper # MI2018-75 
Volume (vol) vol.118 
Number (no) no.412 
Page pp.57-61 
#Pages
Date of Issue 2019-01-15 (MI) 


[Return to Top Page]

[Return to IEICE Web Page]


The Institute of Electronics, Information and Communication Engineers (IEICE), Japan