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  1. 0 資料タイプ別
  2. 01 学術雑誌論文
  1. 090 医学部保健学科
  2. 10 学術雑誌論文
  3. 10 査読済論文

Feature-Based Image Analysis for Classification of Echocardiographic Images

http://hdl.handle.net/10191/6553
http://hdl.handle.net/10191/6553
307260e2-04b0-4334-85e5-0d180bae5cb5
名前 / ファイル ライセンス アクション
e78-a_5_589.pdf e78-a_5_589.pdf (594.0 kB)
Item type 学術雑誌論文 / Journal Article(1)
公開日 2008-08-12
タイトル
タイトル Feature-Based Image Analysis for Classification of Echocardiographic Images
タイトル
言語 en
タイトル Feature-Based Image Analysis for Classification of Echocardiographic Images
言語
言語 eng
キーワード
主題Scheme Other
主題 medical image processig
キーワード
主題Scheme Other
主題 pattern matching
キーワード
主題Scheme Other
主題 computer-aided diagnosis
キーワード
主題Scheme Other
主題 echocardiographic images
資源タイプ
資源 http://purl.org/coar/resource_type/c_6501
タイプ journal article
著者 Tsai, Du-Yih

× Tsai, Du-Yih

WEKO 6232

Tsai, Du-Yih

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Tomita, Masaaki

× Tomita, Masaaki

WEKO 6233

Tomita, Masaaki

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著者別名
識別子 6234
識別子Scheme WEKO
姓名 蔡, 篤儀
抄録
内容記述タイプ Abstract
内容記述 In this letter the classification of echocardiographic images is studied by making use of some texture features, including the angular second moment, the contrast, the correlation, and the entropy which are obtained from a gray-level cooccurrence matrix. Features of these types are used to classify two sets of echocardiographic images-normal and abnormal (cardiomyopathy) hearts. A minimum distance classifier and evaluation indexes are employed to evaluate the performance of these features. Implementation of our algorithm is performed on a PC-386 personal computer and produces about 87% correct classification for the two sets of echocardiographic images. Our preliminary results suggest that this method of feature-based image analysis has potential use for computer-aided diagnosis of heart diseases.
書誌情報 IEICE transactions on fundamentals of electronics, communications and computer sciences
en : IEICE transactions on fundamentals of electronics, communications and computer sciences

巻 E78-A, 号 5, p. 589-593, 発行日 1995-05
出版者
出版者 The Institute of Electronics, Information and Communication Engineers
ISSN
収録物識別子タイプ ISSN
収録物識別子 09168508
書誌レコードID
収録物識別子タイプ NCID
収録物識別子 AA10826239
権利
権利情報 copyright©1995 IEICE
著者版フラグ
値 publisher
異版である
関連タイプ isVersionOf
識別子タイプ URI
関連識別子 http://www.ieice.org/jpn/trans_online/
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