2010 Fiscal Year Final Research Report
Development of on-line learning algorithm of organ recognition for on-line CAD
| Project/Area Number |
20700404
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| Research Category |
Grant-in-Aid for Young Scientists (B)
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| Allocation Type | Single-year Grants |
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| Research Field |
Medical systems
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| Research Institution | Aichi Institute of Technology |
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Principal Investigator |
KITASAKA Takayuki Aichi Institute of Technology, 情報科学部, 准教授 (00362294)
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| Project Period (FY) |
2008 – 2010
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| Keywords | 画像診断システム |
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| Research Abstract |
We studied about a on-line learning algorithm for automatic organ recognition and disease detection from medical images. Our main targets were the bronchus and blood vessels. We research their feature description and their combinations to make recognition accuracy higher. In our experiments, the recognition accuracies were approx. 70% for the bronchus and 80% for the blood vessels. Also, recognition of anatomical structure of the bronchus and blood vessels could achieve approx. 90% accuracy.
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