Fig. 4: Successful prediction of ADHD status and severity using neural flexibility.
From: Altered neural flexibility in children with attention-deficit/hyperactivity disorder
a The accuracy, sensitivity, specificity, and AUC when using all 264 ROIs, top 24 ROIs, and independent testing using the NYU dataset with the top 24 ROIs, respectively for the ADHD classification model, and b the spatial distribution of the most predictive 24 regions using ranked importance scores. c The R2 scores when using all 264 ROIs, top 28 ROIs, and independent testing using the NYU dataset with the top 28 ROIs, respectively for the ADHD severity regression model, and d scatter plots comparing the representative neural flexibility-based severity score using tenfold cross validation and clinically obtained ADHD severity score using the top 28 regions for PKU dataset (left) and independent testing using the NYU dataset (right). e The spatial distribution of the most predictive 28 regions using ranked importance scores.
