Paper Abstract and Keywords |
Presentation |
2012-01-19 11:20
Construction of the statistical shape models and its performance evaluation for the 3D torso organs using the MDL method Shotaro Yamaguchi, Xiangrong Zhou (Gifu Univ.), Rui Xu (Yamaguchi Univ.), Takeshi Hara (Gifu Univ.), Ryujiro Yokoyama, Masayuki Kanematsu (Gifu Univ. Hospital), Hiroaki Hoshi (Gifu Univ.), Shoji Kido (Yamaguchi Univ.), Hiroshi Fujita (Gifu Univ.) MI2011-94 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
The extraction of the object organ areas is needed by the development of the computer-aided diagnosis system to assist the change to a morbid state detection in each organ, and the statistical shape models are used as a useful technique for the organs extraction. In this study, the statistical shape model with the torso organs is constructed, and the performance is evaluated. The MDL(minimum description length) method is used for construction of the statistical shape models. The statistical shape models with heart, liver, spleen, and right and left kidneys were constructed with the data of Gifu University Hospital, and were evaluated by using three items (Compactness, Generalization, and Specification) representing model performance. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
CT image / statistical shape model / torso / heart / liver / kidney / / |
Reference Info. |
IEICE Tech. Rep., vol. 111, no. 389, MI2011-94, pp. 93-96, Jan. 2012. |
Paper # |
MI2011-94 |
Date of Issue |
2012-01-12 (MI) |
ISSN |
Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 |
Copyright and reproduction |
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MI2011-94 |
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