| Presentation | 2015-07-14 Liver Segmentation Using Iterative Probabilistic Atlas and Template Matching Technique Yingbo LI, Chunhua Dong, 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) | Accurate segmentation of abdominal organs is an important step for understanding the human body anatomical structure in the computer-aided diagnosis system. Probabilistic atlas, based on the anatomical structure, can be used for organ segmentation in the Bayesian framework. However, probabilistic atlas-based liver segmentation poses a number of challenges. Firstly, the challenge is how to accurately register the probabilistic atlas to the patient volume. Secondly, the conventional probabilistic atlas may introduce bias toward that specific patient study because of registering to a single reference. Taking these into consideration, we propose a novel algorithm for liver segmentation using the Iterative probabilistic atlas and template matching. Experimental results indicate that the efficiency and effectiveness of our proposed method. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Computer-aided diagnosis / Iterative probabilistic atlas / Template matching / Liver segmentation |
| Paper # | MI2015-34 |
| Date of Issue | 2015-07-07 (MI) |
| Conference Information | |
| Committee | MI |
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| Conference Date | 2015/7/14(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Sun Refle Hakodate |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | ICT and Medical Imaging, General topics |
| Chair | Yoshitaka Masutani(Hiroshima City Univ.) |
| Vice Chair | Yoshiki Kawata(Tokushima Univ.) / Yuichi Kimura(Kinki Univ.) |
| Secretary | Yoshiki Kawata(Aichi Inst. of Tech.) / Yuichi Kimura(Nagoya Inst. of Tech.) |
| Assistant | Ryo Haraguchi(NCVC) / Yasushi Hirano(Yamaguchi Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Medical Imaging |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Liver Segmentation Using Iterative Probabilistic Atlas and Template Matching Technique |
| Sub Title (in English) | |
| Keyword(1) | Computer-aided diagnosis |
| Keyword(2) | Iterative probabilistic atlas |
| Keyword(3) | Template matching |
| Keyword(4) | Liver segmentation |
| 1st Author's Name | Yingbo LI |
| 1st Author's Affiliation | Ritsumeikan University(Ritsumeikan Univ) |
| 2nd Author's Name | Chunhua Dong |
| 2nd Author's Affiliation | Ritsumeikan University(Ritsumeikan Univ) |
| 3rd Author's Name | Tomoko Tateyama |
| 3rd Author's Affiliation | Ritsumeikan University(Ritsumeikan Univ) |
| 4th Author's Name | Yen-Wei Chen |
| 4th Author's Affiliation | Ritsumeikan University(Ritsumeikan Univ) |
| Date | 2015-07-14 |
| Paper # | MI2015-34 |
| Volume (vol) | vol.115 |
| Number (no) | MI-139 |
| Page | pp.pp.13-17(MI), |
| #Pages | 5 |
| Date of Issue | 2015-07-07 (MI) |