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This wiki contains information about:
Description of all the packages/software needed to run this code.
B. Anat and Functional Pre-processing
Description of all notebooks and bash scripts involved in the pre-processing of the anatomical and functional scans. This section also includes information about which scans were discarded during pre-processing.
C. Atlas Preparation and FC Computation
Description of how to prepare the 200 Schaefer atlas for this project and how to compute static functional connectivity matrices per scan.
D. Preliminary exploration of FC matrices
Before any further analyses, we spent some time looking at the FC matrices to get a better understanding of the variability present in the sample.
We now move to the analysis of the introspective data that accompanies the resting-state scans. First, we explored the data in its original form. Next, we brought it into a 2D space using non-negative matrix factorization. Finally, we created group of scans based on this lower dimensional representation.
F. Statistical Differences in FC across groups
G. Prediction of Introspective Reports