Presentation 2004/5/20
The Analysis of fMRI Images by Logical Regression Analysis
Hiroshi TSUKIMOTO, Takahiro KUROKI, Tomoyuki OKAMOTO, Shinichiro MORITA, Nobuhiro TAKESAKO,
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Abstract(in English) The authors applied Logical Regression Analysis to fMRI images to show that they worked well. However it was for two-dimensional images. The authors have extended it for three-dimensional images and compared it with Z-score and Independent Component Analysis using left-hand tapping data and artificial data. The results show that Logical Regression Analysis (Nonparametric Regression Analysis) works well compared with the other two methods.
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Keyword(in English) fMRI / Logical Regression Analysis / Nonparametric Regression Analysis / Z-score / Independent Component Analysis
Paper # PRMU2004-11,MI2004-11,WIT2004-11
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Committee WIT
Conference Date 2004/5/20(1days)
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Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) The Analysis of fMRI Images by Logical Regression Analysis
Sub Title (in English)
Keyword(1) fMRI
Keyword(2) Logical Regression Analysis
Keyword(3) Nonparametric Regression Analysis
Keyword(4) Z-score
Keyword(5) Independent Component Analysis
1st Author's Name Hiroshi TSUKIMOTO
1st Author's Affiliation School of Engineering, Tokyo Denki University()
2nd Author's Name Takahiro KUROKI
2nd Author's Affiliation School of Engineering, Tokyo Denki University
3rd Author's Name Tomoyuki OKAMOTO
3rd Author's Affiliation School of Engineering, Tokyo Denki University
4th Author's Name Shinichiro MORITA
4th Author's Affiliation School of Engineering, Tokyo Denki University
5th Author's Name Nobuhiro TAKESAKO
5th Author's Affiliation School of Engineering, Tokyo Denki University
Date 2004/5/20
Paper # PRMU2004-11,MI2004-11,WIT2004-11
Volume (vol) vol.104
Number (no) 92
Page pp.pp.-
#Pages 6
Date of Issue