| 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) |
|
| 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 |
| Keyword(5) |
|
| Keyword(6) |
|
| Keyword(7) |
|
| Keyword(8) |
|
| 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) |
| 4th Author's Name |
|
| 4th Author's Affiliation |
() |
| 5th Author's Name |
|
| 5th Author's Affiliation |
() |
| 6th Author's Name |
|
| 6th Author's Affiliation |
() |
| 7th Author's Name |
|
| 7th Author's Affiliation |
() |
| 8th Author's Name |
|
| 8th Author's Affiliation |
() |
| 9th Author's Name |
|
| 9th Author's Affiliation |
() |
| 10th Author's Name |
|
| 10th Author's Affiliation |
() |
| 11th Author's Name |
|
| 11th Author's Affiliation |
() |
| 12th Author's Name |
|
| 12th Author's Affiliation |
() |
| 13th Author's Name |
|
| 13th Author's Affiliation |
() |
| 14th Author's Name |
|
| 14th Author's Affiliation |
() |
| 15th Author's Name |
|
| 15th Author's Affiliation |
() |
| 16th Author's Name |
|
| 16th Author's Affiliation |
() |
| 17th Author's Name |
|
| 17th Author's Affiliation |
() |
| 18th Author's Name |
|
| 18th Author's Affiliation |
() |
| 19th Author's Name |
|
| 19th Author's Affiliation |
() |
| 20th Author's Name |
|
| 20th Author's Affiliation |
() |
| 21st Author's Name |
|
| 21st Author's Affiliation |
() |
| 22nd Author's Name |
|
| 22nd Author's Affiliation |
() |
| 23rd Author's Name |
|
| 23rd Author's Affiliation |
() |
| 24th Author's Name |
|
| 24th Author's Affiliation |
() |
| 25th Author's Name |
|
| 25th Author's Affiliation |
() |
| 26th Author's Name |
/ / |
| 26th Author's Affiliation |
()
() |
| 27th Author's Name |
/ / |
| 27th Author's Affiliation |
()
() |
| 28th Author's Name |
/ / |
| 28th Author's Affiliation |
()
() |
| 29th Author's Name |
/ / |
| 29th Author's Affiliation |
()
() |
| 30th Author's Name |
/ / |
| 30th Author's Affiliation |
()
() |
| 31st Author's Name |
/ / |
| 31st Author's Affiliation |
()
() |
| 32nd Author's Name |
/ / |
| 32nd Author's Affiliation |
()
() |
| 33rd Author's Name |
/ / |
| 33rd Author's Affiliation |
()
() |
| 34th Author's Name |
/ / |
| 34th Author's Affiliation |
()
() |
| 35th Author's Name |
/ / |
| 35th Author's Affiliation |
()
() |
| 36th Author's Name |
/ / |
| 36th Author's Affiliation |
()
() |
| 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) |