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help > Functional Network Connectivity for ROI-to-ROI 2nd level analysis
Apr 14, 2023 06:04 PM | Christopher Hyatt - Olin Neuropsychiatry Research Center
Functional Network Connectivity for ROI-to-ROI 2nd level analysis
Dear CONN users,
I'm working with 51 user-defined ROIs in CONN, doing an ROI-to-ROI analysis only, with a 2nd level analysis using the 'standard settings for cluster-based inferences #1: Functional Network Connectivity' option.
For this FNC option, there is the second setting for 'cluster-level p-FDR corrected (MVPA omnibus test)'.
Exactly how is MVPA (omnibus test) used for this ROI-to-ROI FNC? Is it the same SVD-based mathematical formulation as voxel-to-voxel fc-MVPA, or a different algorithm?
Also, is 51 ROIs a large enough sample to use cluster-level methods for mult comparison correction? It might be that 51 ROIS (1275 pairs of connections) is too few for a proper cluster-level correction method.
Thanks for your help,
Chris
I'm working with 51 user-defined ROIs in CONN, doing an ROI-to-ROI analysis only, with a 2nd level analysis using the 'standard settings for cluster-based inferences #1: Functional Network Connectivity' option.
For this FNC option, there is the second setting for 'cluster-level p-FDR corrected (MVPA omnibus test)'.
Exactly how is MVPA (omnibus test) used for this ROI-to-ROI FNC? Is it the same SVD-based mathematical formulation as voxel-to-voxel fc-MVPA, or a different algorithm?
Also, is 51 ROIs a large enough sample to use cluster-level methods for mult comparison correction? It might be that 51 ROIS (1275 pairs of connections) is too few for a proper cluster-level correction method.
Thanks for your help,
Chris
Threaded View
| Title | Author | Date |
|---|---|---|
| Christopher Hyatt | Apr 14, 2023 | |
| Alfonso Nieto-Castanon | Apr 19, 2023 | |
| Christopher Hyatt | Apr 21, 2023 | |
