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Attention Deficit Hyperactivity Disorder (ADHD) is a common mental health disorder in teenager groups and it consists of a combination of problems. ADHD is a neurodevelopmental condition that manifests itself in children and adolescents as inattention, hyperactivity, and impulsivity. This research proposes a novel classification approach using BoostAlexNet model for ADHD automatic diagnosis. It consists...