| Presentation | 2010-05-13 Automatic liver tumor detection using EM/MPM algorithm and shape information Yu Masuda, Amir Hossein Foruzan, Tomoko Tateyama, Yen Wei CHEN, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, we propose a new method to detect liver tumor automatically in CT images. Although previous work used EM algorithm, the algorithm couldn't detect tumor which is brighter than usual tumor intensity. So in this research, we used EM/MPM algorithm which consider not only the pixel intensity but also neighboring pixel label and can detect tumors more accurately. And another thing, we considered the tumor shape information and we can decrease the number of false positive drastically. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Liver / CT image / Tumor / EM/MPM algorithm / shape information |
| Paper # | IE2010-17,PRMU2010-5,MI2010-5 |
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| Conference Information | |
| Committee | MI |
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| Conference Date | 2010/5/6(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Medical Imaging (MI) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Automatic liver tumor detection using EM/MPM algorithm and shape information |
| Sub Title (in English) | |
| Keyword(1) | Liver |
| Keyword(2) | CT image |
| Keyword(3) | Tumor |
| Keyword(4) | EM/MPM algorithm |
| Keyword(5) | shape information |
| 1st Author's Name | Yu Masuda |
| 1st Author's Affiliation | Department of Science and Engineering, Ritsumeikan University() |
| 2nd Author's Name | Amir Hossein Foruzan |
| 2nd Author's Affiliation | School of Electrical and Computer Engineering, College of Engineering, University of Tehran |
| 3rd Author's Name | Tomoko Tateyama |
| 3rd Author's Affiliation | Department of Science and Engineering, Ritsumeikan University |
| 4th Author's Name | Yen Wei CHEN |
| 4th Author's Affiliation | Department of Science and Engineering, Ritsumeikan University |
| Date | 2010-05-13 |
| Paper # | IE2010-17,PRMU2010-5,MI2010-5 |
| Volume (vol) | vol.110 |
| Number (no) | 28 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |