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Fig 1.

Methods Flow Chart.

Flowchart of methods explaining the preprocessing and two stage processing for scalp connectivity and nodal connectivity.

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Fig 1 Expand

Fig 2.

Scalp network connectivity.

Shows difference in clustering coefficients between patients (green) and controls (orange) in different scalp regions. (F = Frontal, C = Central, P = Parietal O = Occipital) (D = Delta, T = Theta, A = Alpha L = Low, H = High).

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Fig 2 Expand

Fig 3.

Nodal connectivity.

Statistically significant differences in nodal connectivity (Directed Transfer Function) between patients and controls in various frequency bands.

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Fig 3 Expand

Fig 4.

Aggregated nodal network connectivity.

Assortativity of Partial Directed Coherence, showing differences between patients (Yellow) and controls (Green) with p = 0.0032 for Alpha range (Delta p = 0.74, theta p = 0.26, beta p = 0.46, gamma p = 0.47).

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Fig 4 Expand

Fig 5.

Non-aggregated nodal network connectivity.

Clustering coefficient of PDC values in nodal analysis for beta band for patients (green) and controls (orange).

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Fig 5 Expand

Fig 6.

The distribution of clustering coefficient of PDC in beta band as a box-plot in patients vs. controls, showing the median and interquartile range.

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Fig 6 Expand