講演名 2012-05-17
A Novel Components Selection Method in Statistical Shape Model for Computer-aided Diagnosis : And it's Application for Assisting Cirrhosis Diagnosis
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抄録(和)
抄録(英) In the field of Computer-aided Diagnosis, organs' shape variability have been found to be important for understanding their inherent structures. It's also well known that Statistical Shape Model (SSM) can effectively capture the shape variation of given training set. Consequently, diseases that cause organ deformations have the possibility to be diagnosed with the aid of computer by SSM based organ shape analysis. However, it's difficult to decide which modes are selected as indicators to assist the diagnosis. Hence, applications of applying SSM for assisting diagnosis haven't widely concerned. In this study we propose a novel modes selection method and test it in case of assisting Cirrhosis diagnosis. Experimental results validate the effectiveness of our method and its potential for assisting the clinic diagnosis.
キーワード(和)
キーワード(英) Modes Selection / Statistical Shape Model / Computer-aided Diagnosis
資料番号 IE2012-22,PRMU2012-7,MI2012-7
発行日

研究会情報
研究会 PRMU
開催期間 2012/5/10(から1日開催)
開催地(和)
開催地(英)
テーマ(和)
テーマ(英)
委員長氏名(和)
委員長氏名(英)
副委員長氏名(和)
副委員長氏名(英)
幹事氏名(和)
幹事氏名(英)
幹事補佐氏名(和)
幹事補佐氏名(英)

講演論文情報詳細
申込み研究会 Pattern Recognition and Media Understanding (PRMU)
本文の言語 ENG
タイトル(和)
サブタイトル(和)
タイトル(英) A Novel Components Selection Method in Statistical Shape Model for Computer-aided Diagnosis : And it's Application for Assisting Cirrhosis Diagnosis
サブタイトル(和)
キーワード(1)(和/英) / Modes Selection
第 1 著者 氏名(和/英) / Jie Luo
第 1 著者 所属(和/英)
Graduate School of Science and Engineering, Ritsumeikan University
発表年月日 2012-05-17
資料番号 IE2012-22,PRMU2012-7,MI2012-7
巻番号(vol) vol.112
号番号(no) 37
ページ範囲 pp.-
ページ数 6
発行日