2010 Fiscal Year Final Research Report
Computer-Aided Diagnostic Tool for Identifying the Cause of Dementia
| Project/Area Number |
20591461
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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 |
Radiation science
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| Research Institution | Keio University |
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Principal Investigator |
HASHIMOTO Jun Keio University, 医学部, 准教授 (20228414)
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| Co-Investigator(Kenkyū-buntansha) |
SASAKI Takahiro 慶應義塾大学, 医学部, 講師 (60306694)
IYATOMI Hitoshi 法政大学, 理工学部, 講師 (10386336)
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| Project Period (FY) |
2008 – 2010
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| Keywords | 認知症 / 鑑別診断 / 画像診断 / MRI / 脳血流SPECT |
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| Research Abstract |
Diagnosing the cause of dementia is often difficult even for a qualified clinical doctor. We contrived a computer-aided diagnostic system for determining the etiology of dementia. The system incorporates seven binary classifiers in which each of them judge whether the patent's manifestations are similar with a specific disease or not; these seven classifiers are for the representative seven diseases causing dementia. We would like to further investigate the system to optimize the parameters in the classifiers and to improve its diagnostic performance.
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