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A brain-computer interface based attention training program for treating attention deficit hyperactivity disorder.

Publication ,  Journal Article
Lim, CG; Lee, TS; Guan, C; Fung, DSS; Zhao, Y; Teng, SSW; Zhang, H; Krishnan, KRR
Published in: PLoS One
2012

UNLABELLED: Attention deficit hyperactivity disorder (ADHD) symptoms can be difficult to treat. We previously reported that a 20-session brain-computer interface (BCI) attention training programme improved ADHD symptoms. Here, we investigated a new more intensive BCI-based attention training game system on 20 unmedicated ADHD children (16 males, 4 females) with significant inattentive symptoms (combined and inattentive ADHD subtypes). This new system monitored attention through a head band with dry EEG sensors, which was used to drive a feed forward game. The system was calibrated for each user by measuring the EEG parameters during a Stroop task. Treatment consisted of an 8-week training comprising 24 sessions followed by 3 once-monthly booster training sessions. Following intervention, both parent-rated inattentive and hyperactive-impulsive symptoms on the ADHD Rating Scale showed significant improvement. At week 8, the mean improvement was -4.6 (5.9) and -4.7 (5.6) respectively for inattentive symptoms and hyperactive-impulsive symptoms (both p<0.01). Cohen's d effect size for inattentive symptoms was large at 0.78 at week 8 and 0.84 at week 24 (post-boosters). Further analysis showed that the change in the EEG based BCI ADHD severity measure correlated with the change ADHD Rating Scale scores. The BCI-based attention training game system is a potential new treatment for ADHD. TRIAL REGISTRATION: ClinicalTrials.gov NCT01344044.

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Published In

PLoS One

DOI

EISSN

1932-6203

Publication Date

2012

Volume

7

Issue

10

Start / End Page

e46692

Location

United States

Related Subject Headings

  • Severity of Illness Index
  • Male
  • Humans
  • General Science & Technology
  • Female
  • Child
  • Brain-Computer Interfaces
  • Attention Deficit Disorder with Hyperactivity
  • Attention
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Lim, C. G., Lee, T. S., Guan, C., Fung, D. S. S., Zhao, Y., Teng, S. S. W., … Krishnan, K. R. R. (2012). A brain-computer interface based attention training program for treating attention deficit hyperactivity disorder. PLoS One, 7(10), e46692. https://doi.org/10.1371/journal.pone.0046692
Lim, Choon Guan, Tih Shih Lee, Cuntai Guan, Daniel Shuen Sheng Fung, Yudong Zhao, Stephanie Sze Wei Teng, Haihong Zhang, and K Ranga Rama Krishnan. “A brain-computer interface based attention training program for treating attention deficit hyperactivity disorder.PLoS One 7, no. 10 (2012): e46692. https://doi.org/10.1371/journal.pone.0046692.
Lim CG, Lee TS, Guan C, Fung DSS, Zhao Y, Teng SSW, et al. A brain-computer interface based attention training program for treating attention deficit hyperactivity disorder. PLoS One. 2012;7(10):e46692.
Lim, Choon Guan, et al. “A brain-computer interface based attention training program for treating attention deficit hyperactivity disorder.PLoS One, vol. 7, no. 10, 2012, p. e46692. Pubmed, doi:10.1371/journal.pone.0046692.
Lim CG, Lee TS, Guan C, Fung DSS, Zhao Y, Teng SSW, Zhang H, Krishnan KRR. A brain-computer interface based attention training program for treating attention deficit hyperactivity disorder. PLoS One. 2012;7(10):e46692.

Published In

PLoS One

DOI

EISSN

1932-6203

Publication Date

2012

Volume

7

Issue

10

Start / End Page

e46692

Location

United States

Related Subject Headings

  • Severity of Illness Index
  • Male
  • Humans
  • General Science & Technology
  • Female
  • Child
  • Brain-Computer Interfaces
  • Attention Deficit Disorder with Hyperactivity
  • Attention