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abide-analysis

Analysis

We performed a seed-based resting state functional connectiivty analysis in the ABIDE dataset to:

  1. Regions of atypical connectivity in individuals diagnosed with ASD compared to neurotypical (NT) controls
  2. Regions that exhibit an altered developmental functional connectivity trajectory (age-variability)
  3. Phenotypic variability in connectivity between ASD and NT

Visualizations

Must use:

python 3.8, 3.9, 3.10, and 3.11 scipy 1.8.0 nilearn 0.10.2 To install the necessary packages: pip install numpy pandas matplotlib neuromaps matplotlib nibabel nilearn==0.10.2 surfplot scipy==1.8.0 gradec

pip install git+https://github.com/JulioAPeraza/gradec.git