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Updated: Apr 20, 2026

Transferring Cognitive Tasks Between Brain Imaging Modalities: Implications for Task Design and Results Interpretation in fMRI Studies
Published on: September 22, 2014
The absence of task-related increases in BOLD signal does not equate to absence of task-related brain activation
Jiansong Xu1, Vince D Calhoun2, Marc N Potenza3
1Department of Psychiatry, Yale University School of Medicine, New Haven, CT 06510, United States.
Abstract:
Most fMRI studies employ general-linear-model-based analyses (GLM-BA) of BOLD signal changes to identify regions that are active (or not) during specific cognitive processes. However, alternate analytic approaches (like independent component analysis) may identify more complex patterns of activation, including in regions not implicated in GLM-BA of the same data. In our opinion, fMRI findings revealed by a GLM-BA cannot exclude any brain regions from contributing to specific cognitive processes.
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