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Paper Abstract and Keywords
Presentation 2009-01-19 11:15
Cortical Dysplasia Detection Method with Support Vector Machine in Pediatric Brain MR Images
Nobuyoshi Kawakami (Univ. of Hyogo), Syoji Kobashi (Univ. of Hyogo/Osaka Univ.), Kuriko Kagitani-Shimono (Osaka Univ.), Seturo Imawaki (Ishikawa Hospital), Masako Taniike (Osaka Univ.), Yutaka Hata (Univ. of Hyogo/Osaka Univ.)
Abstract (in Japanese) (See Japanese page) 
(in English) Because most of refractory patients with focal cortical dysplasia are candidate for epilepsy surgery, it is important to detect cortical dysplasia of epileptic children. This paper proposes an automated method for detecting cortical dysplasia using magnetic resonance (MR) images. To evaluate the cerebral cortex layer, the proposed method extracts texture features of a region which is perpendicular to the cerebral surface. Cortical dysplasia degree (C.D.D.) is estimated by using support vector machine (SVM). The experimental results for two subjects showed that the proposed method detected cortical dysplasia lesions with a mean sensitivity of 68.6 %, a mean specificity of 67.0 %, and a mean efficiency of 68.1 %.
Keyword (in Japanese) (See Japanese page) 
(in English) Cortical dysplasia / Texture features / Support vector machine / MR image / Brain / Pediatric / /  
Reference Info. IEICE Tech. Rep., vol. 108, no. 385, MI2008-59, pp. 11-16, Jan. 2009.
Paper # MI2008-59 
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 English 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Cortical Dysplasia Detection Method with Support Vector Machine in Pediatric Brain MR Images 
Sub Title (in English)  
Keyword(1) Cortical dysplasia  
Keyword(2) Texture features  
Keyword(3) Support vector machine  
Keyword(4) MR image  
Keyword(5) Brain  
Keyword(6) Pediatric  
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Keyword(8)  
1st Author's Name Nobuyoshi Kawakami  
1st Author's Affiliation University of Hyogo (Univ. of Hyogo)
2nd Author's Name Syoji Kobashi  
2nd Author's Affiliation University of Hyogo (Univ. of Hyogo/Osaka Univ.)
3rd Author's Name Kuriko Kagitani-Shimono  
3rd Author's Affiliation Osaka University (Osaka Univ.)
4th Author's Name Seturo Imawaki  
4th Author's Affiliation Ishikawa Hospital (Ishikawa Hospital)
5th Author's Name Masako Taniike  
5th Author's Affiliation Osaka University (Osaka Univ.)
6th Author's Name Yutaka Hata  
6th Author's Affiliation University of Hyogo (Univ. of Hyogo/Osaka Univ.)
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Speaker
Date Time 2009-01-19 11:15:00 
Presentation Time 10 
Registration for MI 
Paper # IEICE-MI2008-59 
Volume (vol) IEICE-108 
Number (no) no.385 
Page pp.11-16 
#Pages IEICE-6 
Date of Issue IEICE-MI-2009-01-12 


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