Statistical analyses
Python machine learning library
For each MEG parameter, the non-parametric Mann–Whitney The receiver operating characteristic (ROC) curve describes a diagnostic trade-off between sensitivity and specificity with the adjustment of a discriminative threshold (All tests were two-tailed, and statistical significance was set at a p-value of 0.05. All analyses, except ROC curve analysis, were performed using GraphPad Prism version 7.0 (GraphPad Software, San Diego, California, USA). ROC curve analysis was performed using Python 3.8.3 and scikit-learn 0.23.1, a Python machine learning library (