Translator Disclaimer
11 March 2005 Imaging of oscillatory behavior in event-related MEG studies
Author Affiliations +
Abstract
Since event-related components in MEG (magnetoencephalography) studies are often buried in background brain activity and environmental and sensor noise, it is a standard technique for noise reduction to average over multiple stimulus-locked responses or “epochs”. However this also removes event-related changes in oscillatory activity that are not phase locked to the stimulus. To overcome this problem, we combine time-frequency analysis of individual epochs with corticallyconstrained imaging to produce dynamic images of brain activity on the cerebral cortex in multiple time-frequency bands. While the SNR in individual epochs is too low to see any but the strongest components, we average signal power across epochs to find event related components on the cerebral cortex in each frequency band. To determine which of these components are statistically significant within an individual subject, we threshold the cortical images to control for false positives. This involves testing thousands of hypotheses (one per surface element and time-frequency band) for significant experimental effects. To control the number of false positives over all tests, we must therefore apply multiplicity adjustments by controlling the familywise error rate, i.e. the probability of one or more false positive detections across the entire cortex. Applying this test to each frequency band produces a set of cortical images showing significant eventrelated activity in each band of interest. We demonstrate this method in applications to high density MEG studies of visual attention.
© (2005) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Dimitrios Pantazis, Darren L. Weber, Corby L. Dale, Thomas E. Nichols, Gregory V. Simpson, and Richard M. Leahy "Imaging of oscillatory behavior in event-related MEG studies", Proc. SPIE 5674, Computational Imaging III, (11 March 2005); https://doi.org/10.1117/12.600607
PROCEEDINGS
9 PAGES


SHARE
Advertisement
Advertisement
RELATED CONTENT

Analysis of bistable perception based on MEG data
Proceedings of SPIE (February 12 2018)
Advances in electromagnetic brain imaging
Proceedings of SPIE (February 17 2010)
A new methodology for detecting source number
Proceedings of SPIE (March 08 2011)

Back to Top