Presentation 2009-05-25
A Study on Aberration Region Detection for Array CGH Using Nearest Neighbor Multivariate Test
Yuta ISHIKAWA, Ichiro TAKEUCHI,
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Abstract(in English) Array CGH is a useful technology for exhaustively detecting the copy number aberration of the entire genome. In this paper, we are concerned with the problem of identifying aberration regions that has different copy number alteration properties between two samples. We propose to use nearest neighbor multivariate test for this purpose. We discuss the advantage of this approach and demonstrate the effectiveness through an application to previously published malignant array CGH data set on 75 patients.
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Keyword(in English) array CGH / multivariate test / multiple-compare / permutation test / nearest neighbor
Paper # NC2009-6
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Committee NC
Conference Date 2009/5/18(1days)
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Registration To Neurocomputing (NC)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) A Study on Aberration Region Detection for Array CGH Using Nearest Neighbor Multivariate Test
Sub Title (in English)
Keyword(1) array CGH
Keyword(2) multivariate test
Keyword(3) multiple-compare
Keyword(4) permutation test
Keyword(5) nearest neighbor
1st Author's Name Yuta ISHIKAWA
1st Author's Affiliation Nagoya Institute of Technology()
2nd Author's Name Ichiro TAKEUCHI
2nd Author's Affiliation Nagoya Institute of Technology
Date 2009-05-25
Paper # NC2009-6
Volume (vol) vol.109
Number (no) 53
Page pp.pp.-
#Pages 6
Date of Issue