Development of statistical methods for brain research
Project/Area Number |
21700312
|
Research Category |
Grant-in-Aid for Young Scientists (B)
|
Allocation Type | Single-year Grants |
Research Field |
Statistical science
|
Research Institution | Kurume University |
Principal Investigator |
|
Project Period (FY) |
2009 – 2011
|
Project Status |
Completed (Fiscal Year 2011)
|
Budget Amount *help |
¥4,160,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥960,000)
Fiscal Year 2011: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2010: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2009: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
|
Keywords | 脳 / 神経 / 画像解析 / 国際情報交換 / 高次元データ / バイオ統計学 / 統計数学 / ノンパラメトリック / 脳・神経 / アメリカ / 多変量解析 |
Research Abstract |
Statistical methods applied to brain research were proposed based on the nonparametric method which required no assumption on the data structure and enable us to apply to several data analysis. A simulation study showed more significant advantage for the proposed method comparing with existing methods. We ve also effectively learned about Parkinson's disease and malignant glioma from our statistical analysis
|
Report
(4 results)
Research Products
(31 results)
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[Journal Article] Identification and validation of a gene expression signature that predicts outcome in malignant glioma patients2012
Author(s)
Kawaguchi, A., Yajima N., Komohara Y., Aoki H., Tsuchiya N., Homma J., Sano M., Natsumeda M., Uzuka T., Saitoh A., Takahashi H., Sakai Y., Takahashi H., Fujii Y., Kakuma T. and Yamanaka R.
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Journal Title
International Journal of Oncology
Volume: Volume 40 Number 3
Pages: 721-730
Related Report
Peer Reviewed
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[Journal Article] Differential involvement of striato-and cerebello-thalamo-cortical pathways in tremor-and akinetic/rigid-predominant Parkinson's disease2011
Author(s)
Lewis, M. M., Du G., Sen S., Kawaguchi, A., Truong, Y. Lee, S. Mailman, R. B. Huang, X.
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Journal Title
Neuroscience
Volume: Volume 177, Issue 17
Pages: 230-239
Related Report
Peer Reviewed
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