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Paper Abstract and Keywords
Presentation 2009-01-20 14:30
[Poster Presentation] Automated airway structure recognition for bronchoscopy guidance system
Shunsuke Ota, Daisuke Deguchi (Nagoya Univ.), Takayuki Kitasaka (AIT), Kensaku Mori, Yasuhito Suenaga, Yoshinori Hasegawa, Kazuyoshi Imaizumi (Nagoya Univ.), Hirotsugu Takabatake (Sapporo Minami Sanjo Hospital), Masaki Mori (Sapporo Kosei General Hospital), Hiroshi Natori (Keiwakai Nishioka Hospital)
Abstract (in Japanese) (See Japanese page) 
(in English) This paper presents a method for automated airway structure (anatomical names) recogniton and its application to a bronchoscopy guidance system. The proposed method consists of four steps: (a) extraction of bronchial tree structures from 3D CT datasets, (b) construction of classifiers, (c) computation of candidate names of a bronchial branch using the classifier, (d) computation of suitable combination of anatomical names of bronchial branches. We applied the proposed method to 90 cases of 3D CT datasets. The experimental results showed that the proposed method could assign correct anatomical names to bronchial branches of 86.9% up to sub-segmental lobe branches. Also, we overlaid anatomical names of bronchial branches which should be passed through onto real ronchoscopic view. We confirmed that it was quite useful to assist the bronchoscopy.
Keyword (in Japanese) (See Japanese page) 
(in English) bronchoscopy guidance system / bronchus / structure recognition / machine-learning / / / /  
Reference Info. IEICE Tech. Rep., vol. 108, no. 385, MI2008-151, pp. 421-426, Jan. 2009.
Paper # MI2008-151 
Date of Issue 2009-01-12 (MI) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380

Conference Information
Committee MI  
Conference Date 2009-01-19 - 2009-01-21 
Place (in Japanese) (See Japanese page) 
Place (in English) National Taiwan University 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Medical Imaging 
Paper Information
Registration To MI 
Conference Code 2009-01-MI 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Automated airway structure recognition for bronchoscopy guidance system 
Sub Title (in English)  
Keyword(1) bronchoscopy guidance system  
Keyword(2) bronchus  
Keyword(3) structure recognition  
Keyword(4) machine-learning  
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1st Author's Name Shunsuke Ota  
1st Author's Affiliation Nagoya University (Nagoya Univ.)
2nd Author's Name Daisuke Deguchi  
2nd Author's Affiliation Nagoya University (Nagoya Univ.)
3rd Author's Name Takayuki Kitasaka  
3rd Author's Affiliation Aichi Institute of Technology (AIT)
4th Author's Name Kensaku Mori  
4th Author's Affiliation Nagoya University (Nagoya Univ.)
5th Author's Name Yasuhito Suenaga  
5th Author's Affiliation Nagoya University (Nagoya Univ.)
6th Author's Name Yoshinori Hasegawa  
6th Author's Affiliation Nagoya University (Nagoya Univ.)
7th Author's Name Kazuyoshi Imaizumi  
7th Author's Affiliation Nagoya University (Nagoya Univ.)
8th Author's Name Hirotsugu Takabatake  
8th Author's Affiliation Sapporo Minami Sanjo Hospital (Sapporo Minami Sanjo Hospital)
9th Author's Name Masaki Mori  
9th Author's Affiliation Sapporo Kosei General Hospital (Sapporo Kosei General Hospital)
10th Author's Name Hiroshi Natori  
10th Author's Affiliation Keiwakai Nishioka Hospital (Keiwakai Nishioka Hospital)
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Speaker
Date Time 2009-01-20 14:30:00 
Presentation Time 210 
Registration for MI 
Paper # IEICE-MI2008-151 
Volume (vol) IEICE-108 
Number (no) no.385 
Page pp.421-426 
#Pages IEICE-6 
Date of Issue IEICE-MI-2009-01-12 


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