An explainable and interpretable model for attention deficit hyperactivity disorder in children using EEG signals

The model show that the interpretability and explainability of frontal region is highest compared to pre-frontal, central, parietal, occipital, and temporal regions and is highly reliable, robust, interpretable, and explainable for the clinicians to detect ADHD in children.