| Presentation | 1999/5/13 Study on Automated Construction of Image Processing Procedures for Detecting Abnormal Shadows from Medical Images Xiang-Rong ZHOU, Toshihiro HAMADA, Akinobu SHIMIZU, Jun-ichi HASEGAWA, Jun-ichiro TORIWAKI, |
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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 method for automated construction of a procedure for detecting abnormal lesions from medical images, which meets a requirements on sensitivity and average number of false positive regions on a image. The method estimates expected performance of each local processing algorithm based on a probabilistic model and decides the processings concretely. We introduced this method into the image processing expert system named 3D-IMPRESS which has been developed by authors group, and practically applied it to construction of a procedure for detecting lung cancer shadows from chest CT images. In this experiments, it was shown that the constructed procedure can meet the requirements given by a user. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | image processing expert system / three dimensional image processing / automated construction of procedures / probabilistic model |
| Paper # | MI99-2 |
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| Committee | MI |
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| Conference Date | 1999/5/13(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) | Study on Automated Construction of Image Processing Procedures for Detecting Abnormal Shadows from Medical Images |
| Sub Title (in English) | |
| Keyword(1) | image processing expert system |
| Keyword(2) | three dimensional image processing |
| Keyword(3) | automated construction of procedures |
| Keyword(4) | probabilistic model |
| 1st Author's Name | Xiang-Rong ZHOU |
| 1st Author's Affiliation | Department of Information Engineering, Graduate School of Engineering, Nagoya University() |
| 2nd Author's Name | Toshihiro HAMADA |
| 2nd Author's Affiliation | Kagawa Prefectural Industrial Technology Center |
| 3rd Author's Name | Akinobu SHIMIZU |
| 3rd Author's Affiliation | Graduate school of Bio-Applications and Systems Engineering, Tokyo University of Agriculture and Technology |
| 4th Author's Name | Jun-ichi HASEGAWA |
| 4th Author's Affiliation | School of Computer and Cognitive Sciences, Chukyo University |
| 5th Author's Name | Jun-ichiro TORIWAKI |
| 5th Author's Affiliation | Department of Information Engineering, Graduate School of Engineering, Nagoya University |
| Date | 1999/5/13 |
| Paper # | MI99-2 |
| Volume (vol) | vol.99 |
| Number (no) | 49 |
| Page | pp.pp.- |
| #Pages | 7 |
| Date of Issue | |