1997
DOI: 10.1002/mrm.1910380518
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Statistical methods in functional magnetic resonance imaging with respect to nonstationary time‐series: Auditory cortex activity

Abstract: In awake animal and human auditory cortices, it is a common experience with electrophysiological and suitable imaging methods for responses to steady stimulation to be strongly state-dependent and to exhibit nonstationarities, even over short periods of observation. If such nonstationary behavior is also reflected by hemodynamic responses in the human auditory cortex, conventional methods of analysis of fMRI data, although applicable for instance to largely stationary responses in visual and other cortices, ma… Show more

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Cited by 37 publications
(26 citation statements)
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“…Functional images of which gray values deviated of more than 2.5% from the grand average were excluded from further analysis. A minimum of 20 images has to be left for each condition to perform cross-correlations with an alpha error of 5% and a corresponding beta error of 30% for an effect value of 0.8 as recommended for small sample sizes, that is, for small numbers of pairs of comparison (stimulus versus reference) [Gaschler-Markefski et al, 1997]. Therefore, a significance level of 5% error probability was chosen.…”
Section: Discussionmentioning
confidence: 99%
See 1 more Smart Citation
“…Functional images of which gray values deviated of more than 2.5% from the grand average were excluded from further analysis. A minimum of 20 images has to be left for each condition to perform cross-correlations with an alpha error of 5% and a corresponding beta error of 30% for an effect value of 0.8 as recommended for small sample sizes, that is, for small numbers of pairs of comparison (stimulus versus reference) [Gaschler-Markefski et al, 1997]. Therefore, a significance level of 5% error probability was chosen.…”
Section: Discussionmentioning
confidence: 99%
“…After mean intensity adjustment of each slice, data sets were corrected for in-plane motion between successive images using the three parameter inplane rigid body model of BrainVoyager 2 . Functional activation was determined by correlation analysis to obtain statistical parametric maps [Bandettini et al, 1993;Gaschler-Markefski et al, 1997]. A trapezoid function, roughly modeling the expected blood-oxygen-level-dependent (BOLD) response, served as correlation vector with the time series of gray value change of each voxel.…”
Section: Discussionmentioning
confidence: 99%
“…Functional images of which gray values deviated more than 2.5% from the mean gray value were excluded from further analysis. A minimum of 20 images has to be left for each condition to perform cross-correlations with an alpha error of 5% and a corresponding beta error of 30% for an effect value of 0.8 as recommended for small sample sizes, that is, for small numbers of pairs of comparison (stimulus vs. reference) (Gaschler-Markefski et al, 1997). Therefore, a significance level of 5% error probability was chosen.…”
Section: Discussionmentioning
confidence: 99%
“…For visual areas outside V1, a purely anatomical identification is also quite reliable for V5, which lies at the intersection of the ascending limb of the inferior temporal sulcus and the lateral occipital sulcus (Watson et al, 1993;Walters et al, 2003). The primary auditory cortex has a clear spatial relationship with Heschl's gyrus (Gaschler-Markefski et al, 1997;Rademacher et al, 2001). All these functional domains are relevant in relation to migraine aura symptoms.…”
Section: Functional Domains and Anatomical Landmarksmentioning
confidence: 99%