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HNS+01

L. K. Hansen, F. A. Nielsen, S. C. Strother, N. Lange. Consensus inference in neuroimaging. Neuroimage, 13(6):1212-8, 2001.

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Abstract

We introduce model averaging in neuroimaging. We show that model summary images can be directly compared and averaged after histogram equalization. We demonstrate that averaging enhances the ROC curve in a simulation study. The averaging procedure is applied to a fMRI study of motor cortex

Keywords

[ Brain mapping ] [ Echo-planar imaging ] [ Fingers/innervation ] [ Humans ] [ *image enhancement ] [ *image processing ] [ Computer-assisted ] [ *magnetic resonance imaging ] [ Models ] [ Statistical ] [ Motor activity/physiology ] [ Motor cortex/*physiology ] [ Nerve net/physiology ] [ Research support ] [ Non-u.s. gov't ] [ Research support ] [ U.s. gov't ] [ P.h.s. ]

Contact

L. K. Hansen
F. A. Nielsen
S. C. Strother
N. Lange

BibTex Reference

@article{HNS+01,
   Author = {Hansen, L. K. and Nielsen, F. A. and Strother, S. C. and Lange, N.},
   Title = {Consensus inference in neuroimaging},
   Journal = {Neuroimage},
   Volume = {13},
   Number = {6},
   Pages = {1212--8},
   Year = {2001}
}

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