Cognitive skill enhancement system using neuro-feedback for ADHD patients

Muhammad Usman Ghani Khan, Zubaira Naz, Javeria Khan, Tanzila Saba, Ibrahim Abunadi, Amjad Rehman, Usman Tariq

Research output: Contribution to journalArticlepeer-review

7 Scopus citations

Abstract

The National Health Interview Survey (NHIS) shows that there are 13.2% of children at the age of 11 to 17 who are suffering from Attention Deficit Hyperactivity Disorder (ADHD), globally. The treatment methods for ADHD are either psycho-stimulant medications or cognitive therapy. These traditional methods, namely therapy, need a large number of visits to hospitals and include medication. Neurogames could be used for the effective treatment of ADHD. It could be a helpful tool in improving children and ADHD patients' cognitive skills by using Brain-Computer Interfaces (BCI). BCI enables the user to interact with the computer through brain activity using Electroencephalography (EEG), which can be used to control different computer applications by processing acquired brain signals. This paper proposes a system based on neurofeedback that can improve cognitive skills such as attention level, mediation level, and spatial memory. The proposed systemconsists of a puzzle gamewhere its complexity increases with each level. EEG signals were acquired using the Neurosky headset; then sent the signals to the designed gaming environment. This neurofeedback system was tested on 10 different subjects, and their performance was calculated using different evaluation measures. The results show that this game improves player overall performance from 74% to 98% by playing each game level.

Original languageEnglish
Pages (from-to)2363-2376
Number of pages14
JournalComputers, Materials and Continua
Volume68
Issue number2
DOIs
StatePublished - 13 Apr 2021

Keywords

  • Attention deficit hyperactivity disorder
  • Attention level
  • Brain-computer interface
  • Cognitive skills
  • Electroencephalography
  • Neurogaming
  • Spatial memory

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