Automated assessment of small bowel motility function based on simple linear iterative clustering (SLIC)

Yen Wei Chen, Akira Furukawa, Ayako Taniguchi, Tomoko Tateyama, Shuzo Kanasaki

研究成果: Conference contribution

2 被引用数 (Scopus)

抄録

In this paper, we propose an automated method for assessment of small bowel contraction movement based on the simple linear iterative clustering (SLIC) with cine-MRI. In our proposed method, the small bowel in each frame is considered as a super-pixel and is first segmented by the use of SLIC. SLIC performs a local clustering of pixels in a 3-D space defined by intensity and (x, y) coordinates. Then the dynamic area change of the segmented small bowel is used for quantitative analysis of the small bowel motility function. Compared with existing methods, our proposed method can achieve better results.

本文言語English
ホスト出版物のタイトル2015 12th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2015
編集者Zhuo Tang, Jiayi Du, Shu Yin, Renfa Li, Ligang He
出版社Institute of Electrical and Electronics Engineers Inc.
ページ1737-1740
ページ数4
ISBN(電子版)9781467376822
DOI
出版ステータスPublished - 13-01-2016
外部発表はい
イベント12th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2015 - Zhangjiajie, China
継続期間: 15-08-201517-08-2015

出版物シリーズ

名前2015 12th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2015

Other

Other12th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2015
国/地域China
CityZhangjiajie
Period15-08-1517-08-15

All Science Journal Classification (ASJC) codes

  • 離散数学と組合せ数学
  • モデリングとシミュレーション
  • コンピュータ ネットワークおよび通信
  • 制御およびシステム工学

フィンガープリント

「Automated assessment of small bowel motility function based on simple linear iterative clustering (SLIC)」の研究トピックを掘り下げます。これらがまとまってユニークなフィンガープリントを構成します。

引用スタイル