| Project/Area Number |
21500135
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| Research Category |
Grant-in-Aid for Scientific Research (C)
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| Allocation Type | Single-year Grants |
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| Section | 一般 |
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| Research Field |
Intelligent informatics
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| Research Institution | Japan Advanced Institute of Science and Technology |
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Principal Investigator |
KAWASAKI Saori 北陸先端科学技術大学院大学, 先端領域社会人教育院, 特任准教授 (40377437)
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| Co-Investigator(Kenkyū-buntansha) |
TU Bao Ho 北陸先端科学技術大学院大学, 知識科学研究科, 教授 (60301199)
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| Co-Investigator(Renkei-kenkyūsha) |
TAKABAYASHI Katsuhiko 千葉大学, 医学部附属病院, 教授 (90188079)
KANDA Tatsuo 千葉大学, 医学研究院, 特任講師 (20345002)
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| Project Period (FY) |
2009 – 2011
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| Project Status |
Completed (Fiscal Year 2011)
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| Budget Amount *help |
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2011: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2010: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2009: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
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| Keywords | データマイニング / 医療データ / 専門知識 / 後処理 / 解釈モデル / 準教師付学習 / 医学的知識 |
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| Research Abstract |
The focus of this research is to obtain more interesting mining results for the medical experts, so that not only the data mining from the target clinical data itself but also the combining the background knowledge extraction from medical litarature and experts’interpretations have been pursued in finding the relationships among blood tests and the treatment effects. dditionally, in accordance with the high attention to sequence analysis in biomedicine, semi-supervised learning methods specially for the virus subgenotypes and the interferon/ribavirin treatments were developed to show the potentials of computational approaches.
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