HC 13 Flashcards
What is multi-modal imaging?
Combination of data obtained with different instruments.
-Combine strengths of different approaches & overcome weaknesses of each method in isolation
-Simultaneous or seperate recordings
-Intergrate information about space, time, brain chemistry, causility
-Safety is crucial with additional equipment
-Study design appropriate for both methods
-Multiplied degrees of freedom in analyses => a priori hypotheses and adequate corrections for multiple comparisons
What are the benefits of multi-modal imaging?
Improving spatial and temporal resolution: One modality’s superior temporal resolution combined with superior spatial resolution for other modality (EEG and fMRI).
Get a more comprehensive physiological view on brain processes (fMRI and PET).
What are the advantages and disadvantages of simultaneous recordings (vs seperate)?
+mandatory if neuronal events are state-dependent and vary with context
+no between-subjects variance
+no order/practise effects
+identical situation
-specific instrumentation has to be developed
-degraded data quality in terms of signal-to-noise and increased artifacts
-increased subject discomfort and set-up time
How can fMRI and EEG be combined?
fMRI has:
+high spatial resolution including subcortical areas
-low temporal resolution, but still allows event-related designs
EEG has:
+high temporal resolution, online monitoring of cognitive processes
-low spatial resolution
-limited to cortical surface
Possible options:
2 parallel data sets, analyze separately and compare, correlate
*Use fMRI localizer for EEG source reconstruction
*Use EEG single-trial amplitudes as parametric modulator in GLM
How can fMRI and PET be combined?
fMRI has:
+high spatial resolution including subcortical areas
-low temporal resolution, but still allows event-related designs
PET has:
+neurotransmitter binding (synaptic level)
+OK spatial resolution
-very low temporal resolution, no event-related designs
-rather invasive
-difficult logistics
How can TMS and fMRI be combined?
TMS has:
+stimulation of regions affects ongoing processes
+rTMS can result in long-lasting changes
-limited to cortical surface
-no direct measure of cortical activity
-somewhat invasive
fMRI has:
+high spatial resolution including subcortical areas
-low temporal resolution, but still allows event-related designs
How can pharmacological manipulations be used with neuroimaging?
Pharmaco can be used in combination with any method under strict ethical guidelines, but this also creates confounds.
What is univariate analysis of fMRI?
Dysfunctional involvement of particular information processing steps.
What is decoding MVPA?
Change in representational content.
What is anatomical/functional connectivity analyses?
Change in access to representations.