論文

基本情報

氏名 佐藤 洋一郎
氏名(カナ) サトウ ヨウイチロウ
氏名(英語) Sato Yoichiro
所属 機構 研究社会連携機構 研究社会連携センター
職名 教授
researchmap研究者コード 1000035611
researchmap機関 岡山理科大学

題名

A Fast and Accurate Tube Diameter Visualization Method for Digestive System Medical Images

単著・共著の別

 

著者

Mitsuru Ueda
Masafumi Kondo
Isao Kayano
Yoshihiro Sejima
Tomoyuki Yokogawa
Yoichiro Sato
Yuusaku Sugihara
Kazuyuki Matsumoto

概要

Although the tube diameter and stenosis rate are important observations in the diagnosis using medical images of digestive organ, such as digestive systems, the diagnosis is based on the physician’s subjective evaluation. On the other hand, automatic measurement of tube diameters by image processing has been used for blood vessels, which are tubular tissues similar to digestive systems, and it is also possible to visualize the vessel diameter by assigning pseudo-colors according to the length of the vessel. However, it is difficult to apply the existing diameter visualization methods directly to digestive system medical images due to the processing time and accuracy problems because the tubes are large and tortuous, unlike blood vessels. In this paper, we propose a method to measure the tube diameter quickly by dynamically calculating the next featured pixel using the history of the midpoints of the tube diameter line. Furthermore, we derive an approximate curve corresponding to the centerline of the tube from the history of the featured pixels and measure the tube diameter with high accuracy. We applied the proposed method to various types of digestive system medical images and confirmed that the proposed method could accurately measure and visualize the tube diameter along the shape of the tube and reduce the processing time by up to 99%.

発表雑誌等の名称

IEEJ Transactions on Electronics, Information and Systems

出版者

Institute of Electrical Engineers of Japan (IEE Japan)

141

9

開始ページ

982

終了ページ

991

発行又は発表の年月

2021-09-01

査読の有無

有り

招待の有無

無し

記述言語

 

掲載種別

研究論文(学術雑誌)

ISSN

 

ID:DOI

10.1541/ieejeiss.141.982

ID:NAID(CiNiiのID)

 

ID:PMID

 

JGlobalID

 

arXiv ID

 

ORCIDのPut Code

 

DBLP ID