A Decade of EEG Theta/Beta Ratio Research in ADHD

No abstract is available for this paper.

• Publication year

  2013

• Venue

  Journal of Attention Disorders

• Publication date

  2013-07-01

• Fields of study

  Medicine, Psychology

• Identifiers
  DOI 10.1177/1087054712460087PMID 23086616
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar, PubMed

• No claims are published for this paper.

• No concepts are published for this paper.

• EEG analysis in Attention-Deficit r Hyperactivity Disorder : a comparative study of two subtypes

  2015cited by this paper
• Neurofeedback in ADHD and insomnia: vigilance stabilization through sleep spindles and circadian networks.

  2014cited by this paper
• Characterization of the Theta to Beta Ratio in ADHD

  2013influential reference
• Diagnostic and Statistical Manual of Mental Disorders

  2013cited by this paper
• EEG-Based Personalized Medicine in ADHD: Individual Alpha Peak Frequency as an Endophenotype Associated with Nonresponse

  2012cited by this paper
• The QEEG theta / beta ratio in ADHD and normal controls : Sensitivity , speci fi city , and behavioral correlates

  2012influential reference
• Sleep, cognition, and behavioral problems in school-age children: a century of research meta-analyzed.

  2012cited by this paper
• The quantitative EEG theta/beta ratio in attention deficit/hyperactivity disorder and normal controls: sensitivity, specificity, and behavioral correlates.

  2012influential reference
• In search of lost sleep: secular trends in the sleep time of school-aged children and adolescents.

  2012cited by this paper
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  2012cited by this paper
• The Effects of QEEG-Informed Neurofeedback in ADHD: An Open-Label Pilot Study

  2012cited by this paper
• The sleep phenotypes of attention deficit hyperactivity disorder: the role of arousal during sleep and implications for treatment.

  2012cited by this paper
• Longitudinal associations between sleep duration and subsequent weight gain: a systematic review.

  2012cited by this paper
• The increase in theta/beta ratio on resting-state EEG in boys with attention-deficit/hyperactivity disorder is mediated by slow alpha peak frequency.

  2011influential reference
• Behavioural differences between EEG-defined subgroups of children with Attention-Deficit/Hyperactivity Disorder.

  2011influential reference
• Dynamic changes in quantitative electroencephalogram during continuous performance test in children with attention-deficit/hyperactivity disorder.

  2011cited by this paper
• Using brain-based cognitive measures to support clinical decisions in ADHD.

  2010influential reference
• Linear and non-linear EEG analysis of adolescents with attention-deficit/hyperactivity disorder during a cognitive task.

  2010influential reference
• Cortical activation and attentional control in ADAH subtypes

  2010cited by this paper
• EEG differences in children between eyes-closed and eyes-open resting conditions.

  2009influential reference
• EEG phenotypes predict treatment outcome to stimulants in children with ADHD.

  2008cited by this paper
• Personalized medicine in ADHD and depression: A quest for EEG treatment predictors

  2008cited by this paper
• Blinded, multi-center validation of EEG and rating scales in identifying ADHD within a clinical sample.

  2008influential reference
• Attention deficit/hyperactivity disorder: a review and update.

  2008cited by this paper
• Trends in the duration of school‐day sleep among 10‐ to 15‐year‐old South Australians between 1985 and 2004

  2007cited by this paper
• Comparison of a standard psychiatric evaluation to rating scales and EEG in the differential diagnosis of attention-deficit/hyperactivity disorder.

  2007cited by this paper
• A Meta-analysis of Quantitative EEG Power Associated With Attention-Deficit Hyperactivity Disorder

  2006influential reference
• A four-step approach for developing diagnostic tests in psychiatry: EEG in ADHD as a test case.

  2005influential reference
• Subjective sleepiness correlates negatively with global alpha (8-12 Hz) and positively with central frontal theta (4-8 Hz) frequencies in the human resting awake electroencephalogram.

  2003cited by this paper
• Sleep duration from infancy to adolescence: reference values and generational trends.

  2003cited by this paper
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  2002cited by this paper
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  2002cited by this paper
• The epidemiology of attention-deficit/hyperactivity disorder (ADHD): a public health view.

  2002cited by this paper
• The development of a quantitative electroencephalographic scanning process for attention deficit-hyperactivity disorder: reliability and validity studies.

  2001influential reference
• EEG-defined subtypes of children with attention-deficit/hyperactivity disorder.

  2001cited by this paper
• Age and sex effects in the EEG: differences in two subtypes of attention-deficit/hyperactivity disorder.

  2001cited by this paper
• Assessing attention deficit hyperactivity disorder via quantitative electroencephalography: an initial validation study.

  1999influential reference
• Age-related changes in quantitative EEG in attention-deficit/hyperactivity disorder.

  1999influential reference
• Simultaneous EEG and EDA measures in adolescent attention deficit hyperactivity disorder.

  1999influential reference
• MetaWin: Statistical Software for Meta-Analysis with Resampling Tests. Version 1.Michael S. Rosenberg , Dean C. Adams , Jessica Gurevitch

  1998cited by this paper
• Quantified EEG Activity in Adolescent Attention Deficit Hyperactivity Disorder

  1998influential reference
• Topographical characteristics and principal component structure of the hypnagogic EEG.

  1997cited by this paper
• Quantitative EEG differences in a nonclinical sample of children with ADHD and undifferentiated ADD.

  1996cited by this paper
• Quantitative electroencephalographic profiles of children with attention deficit disorder.

  1996cited by this paper
• Statistical features of hypnagogic EEG measured by a new scoring system.

  1996cited by this paper
• Topographical analyses of attention disorders of childhood.

  1996cited by this paper
• Neurometric Subgroups in Attentional and Affective Disorders and Their Association with Pharmacotherapeutic Outcome

  1995cited by this paper
• Differences in baseline EEG measures for ADD and Normally Achieving preadolescent males

  1995cited by this paper
• [Affective disorders in the fourth edition of the classification of mental disorders prepared by the American Psychiatric Association -- diagnostic and statistical manual of mental disorders].

  1993cited by this paper
• A cross-national EEG study of children with emotional and behavioral problems: a WHO collaborative study in the Western Pacific Region.

  1993cited by this paper
• Quantitative analysis of EEG in boys with attention-deficit-hyperactivity disorder: controlled study with clinical implications.

  1992cited by this paper
• Discourse on the development of EEG diagnostics and biofeedback for attention-deficit/hyperactivity disorders

  1991influential reference
• Hyperactive children's event-related potentials fail to support underarousal and maturational-lag theories.

  1983cited by this paper
• Diagnostic and Statistical Manual of Mental Disorders, 3rd ed

  1981cited by this paper
• ELECTRO-ENCEPHALOGRAPHY IN CASES OF SUB-CORTICAL TUMOUR

  1944cited by this paper
• ELECTROENCEPHALOGRAPHIC ANALYSES OF BEHAVIOR PROBLEM CHILDREN

  1938cited by this paper

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