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 2020-09-03 09:30
Segmentation of Layer Structure of Stomach Wall and Tumor from MicroCT volumes Using Neural Network and Spherical K-means
Midori Mitarai, Hirohisa Oda, Takaaki Sugino, Takayasu Moriya, Hayato Itoh, Masahiro Oda, Takuma Komiyama, Kazuhiro Furukawa, Ryoji Miyahara, Mitsuhiro Fujishiro (Nagoya Univ.), Masaki Mori (Sapporo-Kosei General Hospital), Hirotsugu Takabatake (Sapporo Minami-sanjo Hospital), Hiroshi Natori (Keiwakai Nishioka Hospital), Kensaku Mori (Nagoya Univ.) MI2020-17
Abstract (in Japanese) (See Japanese page) 
(in English) This paper reports a segmentation method of the layered structure of the stomach wall and tumor from μCT volumes using features extracted by Spherical K-means (SpK) and Neural Network (NN). In the proposed method, filters of multi-scale are learned by SpK, and feature extraction is performed from patches. Classification was performed by the NN based on the obtained multi-scale features.
Keyword (in Japanese) (See Japanese page) 
(in English) Micro CT / Segmentation / Stomach wall / / / / /  
Reference Info. IEICE Tech. Rep., vol. 120, no. 156, MI2020-17, pp. 1-6, Sept. 2020.
Paper # MI2020-17 
Date of Issue 2020-08-27 (MI) 
ISSN Print edition: ISSN 0913-5685  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 MI2020-17

Conference Information
Committee MI  
Conference Date 2020-09-03 - 2020-09-03 
Place (in Japanese) (See Japanese page) 
Place (in English) Online 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Medical Image Analysis 
Paper Information
Registration To MI 
Conference Code 2020-09-MI 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Segmentation of Layer Structure of Stomach Wall and Tumor from MicroCT volumes Using Neural Network and Spherical K-means 
Sub Title (in English)  
Keyword(1) Micro CT  
Keyword(2) Segmentation  
Keyword(3) Stomach wall  
Keyword(4)  
Keyword(5)  
Keyword(6)  
Keyword(7)  
Keyword(8)  
1st Author's Name Midori Mitarai  
1st Author's Affiliation Nagoya University (Nagoya Univ.)
2nd Author's Name Hirohisa Oda  
2nd Author's Affiliation Nagoya University (Nagoya Univ.)
3rd Author's Name Takaaki Sugino  
3rd Author's Affiliation Nagoya University (Nagoya Univ.)
4th Author's Name Takayasu Moriya  
4th Author's Affiliation Nagoya University (Nagoya Univ.)
5th Author's Name Hayato Itoh  
5th Author's Affiliation Nagoya University (Nagoya Univ.)
6th Author's Name Masahiro Oda  
6th Author's Affiliation Nagoya University (Nagoya Univ.)
7th Author's Name Takuma Komiyama  
7th Author's Affiliation Nagoya University (Nagoya Univ.)
8th Author's Name Kazuhiro Furukawa  
8th Author's Affiliation Nagoya University (Nagoya Univ.)
9th Author's Name Ryoji Miyahara  
9th Author's Affiliation Nagoya University (Nagoya Univ.)
10th Author's Name Mitsuhiro Fujishiro  
10th Author's Affiliation Nagoya University (Nagoya Univ.)
11th Author's Name Masaki Mori  
11th Author's Affiliation Sapporo-Kosei General Hospital (Sapporo-Kosei General Hospital)
12th Author's Name Hirotsugu Takabatake  
12th Author's Affiliation Sapporo Minami-sanjo Hospital (Sapporo Minami-sanjo Hospital)
13th Author's Name Hiroshi Natori  
13th Author's Affiliation Keiwakai Nishioka Hospital (Keiwakai Nishioka Hospital)
14th Author's Name Kensaku Mori  
14th Author's Affiliation Nagoya University (Nagoya Univ.)
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
Date Time 2020-09-03 09:30:00 
Presentation Time 15 
Registration for MI 
Paper # IEICE-MI2020-17 
Volume (vol) IEICE-120 
Number (no) no.156 
Page pp.1-6 
#Pages IEICE-6 
Date of Issue IEICE-MI-2020-08-27 


[Return to Top Page]

[Return to IEICE Web Page]


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