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Paper Abstract and Keywords
Presentation 2018-02-24 13:30
Preliminary study on interactive extraction of pancreases from abdominal CT images using self-organizing map
Junmeng Han, Hotaka Takizawa, Hiroyuki Kudo (Univ. of Tsukuba)
Abstract (in Japanese) (See Japanese page) 
(in English) In this report, we propose an interactive extraction method of pancreas regions in abdominal CT images using a self-organizing map (SOM). In the learning phase, a patch is set to each pixel in the CT images to generate an input vector, which are fed to a SOM. In the prediction phase, first, seed regions are manually set to pancreas regions in the CT images. Then, the same input vectors are fed to the SOM again. If the input vector of a pixel is assigned to one of the SOM nodes corresponding to the pixels in the pancreas regions, the pixel is labeled as being in the pancreas regions. An experimental result is shown in the report.
Keyword (in Japanese) (See Japanese page) 
(in English) abdomen CT image / pancreas / patch / Self-Organizing Map / / / /  
Reference Info. ITE Tech. Rep., vol. 42, no. 6, ME2018-63, pp. 73-76, Feb. 2018.
Paper # ME2018-63 
Date of Issue 2018-02-17 (ME) 
ISSN Print edition: ISSN 1342-6893  Online edition: ISSN 2424-1970
Notes on Review This article is a technical report without peer review, and its polished version will be published elsewhere.
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Conference Information
Committee ME  
Conference Date 2018-02-24 - 2018-02-24 
Place (in Japanese) (See Japanese page) 
Place (in English) Kanto Gakuin Univ. 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To ME 
Conference Code 2018-02-ME 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Preliminary study on interactive extraction of pancreases from abdominal CT images using self-organizing map 
Sub Title (in English)  
Keyword(1) abdomen CT image  
Keyword(2) pancreas  
Keyword(3) patch  
Keyword(4) Self-Organizing Map  
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1st Author's Name Junmeng Han  
1st Author's Affiliation University of Tsukuba (Univ. of Tsukuba)
2nd Author's Name Hotaka Takizawa  
2nd Author's Affiliation University of Tsukuba (Univ. of Tsukuba)
3rd Author's Name Hiroyuki Kudo  
3rd Author's Affiliation University of Tsukuba (Univ. of Tsukuba)
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Speaker
Date Time 2018-02-24 13:30:00 
Presentation Time 15 
Registration for ME 
Paper # ITE-ME2018-63 
Volume (vol) ITE-42 
Number (no) no.6 
Page pp.73-76 
#Pages ITE-4 
Date of Issue ITE-ME-2018-02-17 


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