| 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. |
| Download PDF |
|
| 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) |
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| 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) |
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| Keyword(1) |
abdomen CT image |
| Keyword(2) |
pancreas |
| Keyword(3) |
patch |
| Keyword(4) |
Self-Organizing Map |
| Keyword(5) |
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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 |
Author-1 |
| Date Time |
2018-02-24 13:30:00 |
| Presentation Time |
15 minutes |
| Registration for |
ME |
| Paper # |
ME2018-63 |
| Volume (vol) |
vol.42 |
| Number (no) |
no.6 |
| Page |
pp.73-76 |
| #Pages |
4 |
| Date of Issue |
2018-02-17 (ME) |
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