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Discrimination of ADHD Subtypes Using Decision Tree on Behavioral, Neuropsychological, and Neural Markers.

Mohammad RostamiSajjad FarashiReza KhosrowabadiHamidreza Pouretemad
Published in: Basic and clinical neuroscience (2020)
Our results showed that children with ADHD can be recognized from the healthy controls based on the neuropsychological data (sensory-motor parameters of IVA). Also, subtypes of ADHD can be distinguished from each other using behavioral, neuropsychiatric and electrophysiological parameters. The findings suggested that the decision tree method may present an efficient and accurate diagnostic tool for the clinicians.
Keyphrases
  • attention deficit hyperactivity disorder
  • autism spectrum disorder
  • working memory
  • mild cognitive impairment
  • decision making
  • young adults
  • palliative care
  • mass spectrometry
  • artificial intelligence