Development of Retrieval Systems for Similar Medical Record Using Data Mining Methods
| Project/Area Number |
22700257
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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 |
Library and information science/Humanistic social informatics
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| Research Institution | Kyoto University |
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Principal Investigator |
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| Project Period (FY) |
2010 – 2011
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| Project Status |
Completed (Fiscal Year 2011)
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| Budget Amount *help |
¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2011: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2010: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
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| Keywords | 医療情報 / 情報検索システム / 診療情報 / 退院時サマリ / オーダ情報 / クラスタリング / 診断群分類 / 知識獲得 / 類似文書検索 / 診断群分包括評価コード |
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| Research Abstract |
In this study, we developed retrieval systems for similar medical records using accumulated medical information.(1) We developed and evaluated a method of selecting accurate DPC codes by finding similar cases. The study confirmed the feasibility of automatic DPC code selection through machine learning methods.(2) A similar case retrieval exploiting meta-information was realized by giving meta-information of anatomical positions.(3) The authors developed a support system for finding hypotheses about clinical knowledge by narrowing based on similar medical information.
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Report
(3 results)
Research Products
(21 results)
