An evaluation of thresholding techniques in fMRI analysis.

Abstract:

:This paper reviews and compares individual voxel-wise thresholding methods for identifying active voxels in single-subject fMRI datasets. Different error rates are described which may be used to calibrate activation thresholds. We discuss methods which control each of the error rates at a prespecified level alpha, including simple procedures which ignore spatial correlation among the test statistics as well as more elaborate ones which incorporate this correlation information. The operating characteristics of the methods are shown through a simulation study, indicating that the error rate used has an important impact on the sensitivity of the thresholding method, but that accounting for correlation has little impact. Therefore, the simple procedures described work well for thresholding most single-subject fMRI experiments and are recommended. The methods are illustrated with a real bilateral finger tapping experiment.

journal_name

Neuroimage

journal_title

NeuroImage

authors

Logan BR,Rowe DB

doi

10.1016/j.neuroimage.2003.12.047

keywords:

subject

Has Abstract

pub_date

2004-05-01 00:00:00

pages

95-108

issue

1

eissn

1053-8119

issn

1095-9572

pii

S1053811904000096

journal_volume

22

pub_type

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