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Review

Electroencephalography signatures of attention-deficit/hyperactivity disorder: clinical utility

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Pages 2755-2769 | Published online: 22 Oct 2015

References

  • APAManual Diagnóstico y Estadístico de los Trastornos Mentales Texto Revisado DSM IV TR [Diagnostic and Statistical Manual of Mental Disorders]MassonWashington, DCAmerican Psychiatric Association2001
  • APADiagnostic and Statistical Manual of Mental Disorders: DSM-5Washington, DCAmerican Psychiatric Association2013
  • SnyderSMRuginoTAHornigMSteinMAIntegration of an EEG biomarker with a clinician’s ADHD evaluationBrain Behav20155e0033025798338
  • SnyderSMQuintanaHSexsonSBKnottPHaqueAFReynoldsDABlinded, multi-center validation of EEG and rating scales in identifying ADHD within a clinical samplePsychiatry Res200815934635818423617
  • CastellanosFLeePSharpWJeffriesNGreensteinDClasenLDevelopmental trajectories of brain volume abnormalities in children and adolescents with attention-deficit/hyperactivity disorderJAMA20022881740174812365958
  • TremolsVBielsaASolivaJDifferential abnormalities of the head and body of the caudate nucleus in attention deficit hyperactivity disorderPsychiatry Res200816327027818656331
  • BattyMJLiddleEBPitiotACortical gray matter in attention-deficit/hyperactivity disorder: a structural magnetic resonance imaging studyJ Am Acad Child Adolesc Psychiatry20104922923820410712
  • CaoXCaoQLongXAbnormal resting-state functional connectivity patterns of the putamen in medication-naive children with attention deficit hyperactivity disorderBrain Res2009130319520619699190
  • CastellanosFXMarguliesDSKellyCCingulate-precuneus interactions: a new locus of dysfunction in adult attention-deficit/ hyperactivity disorderBiol Psychiatry200863333233717888409
  • TianLJiangTWangYAltered resting-state functional connectivity patterns of anterior cingulate cortex in adolescents with attention deficit hyperactivity disorderNeurosci Lett2006400394316510242
  • TomasiDVolkowNDAbnormal functional connectivity in children with attention deficit/hyperactivity disorderBiol Psychiatry20127144345022153589
  • RubiaKHalariRCubilloAMohammadABrammerMTaylorEMethylphenidate normalizes activation and functional connectivity deficits in attention and motivation networks in medication-naive children with ADHD during a rewarded continuous performance taskNeuropharmacology20095764065219715709
  • LorenzENDeterministic nonperiodic flowJ Atmos Sci196320130141
  • TakensFDetecting strange attractors in fluid turbulenceRandDYoungLSDynamical Systems and TurbulenceBerlinSpringer1981366381
  • PecoraLMMonizLNicholsJCarrollTLA unified approach to attractor reconstructionChaos20071701311017411246
  • SauerTYorkeJACasdagliMEmbedologyJ Stat Phys199165579616
  • HeggerRKantzHSchreiberTPractical implementation of nonlinear time series methods: the TISEAN packageChaos1999941343512779839
  • StamCJNonlinear dynamical analysis of EEG and MEG: review of an emerging fieldClin Neurophysiol20051162266230116115797
  • TakahashiTComplexity of spontaneous brain activity in mental disordersProg Neuropsychopharmacol Biol Psychiatry20134525826622579532
  • PincusSMApproximate entropy as a measure of system complexityProc Natl Acad Sci U S A1991882297230111607165
  • LempelAZivJOn the complexity of finite sequencesIEEE Information Theory Group1976227581
  • SohnHKimILeeWLinear and non-linear EEG analysis of adolescents with attention-deficit/hyperactivity disorder during a cognitive taskClin Neurophysiol20101211863187020659814
  • FernándezAQuinteroJHorneroRComplexity analysis of spontaneous brain activity in attention-deficit/hyperactivity disorder: diagnostic implicationsBiol Psychiat20096557157719103438
  • GrassbergerPProcacciaIEstimation of the Kolmogorov entropy from a chaotic signalPhys Rev A19832825912593
  • PincusSApproximate entropy (ApEn) as a complexity measureChaos1995511011712780163
  • PincusSMApproximate entropy as a measure of irregularity for psychiatric serial metricsBipolar Disord2006843044017042881
  • FristonKJFunctional and effective connectivity: a reviewBrain Connect20111133622432952
  • LangEWToméAMKeckIRGórriz-SáezJMPuntonetCGBrain connectivity analysis: a short surveyComput Intel Neurosc20122012121
  • FristonKJFrithCDLiddlePFFrackowiakRSJFunctional connectivity: the principal-component analysis of large (PET) data setsJ Cereb Blood Flow Metab19931315148417010
  • NunezPLSrinivasanRFieldsRDEEG functional connectivity, axon delays and white matter diseaseClin Neurophysiol201512611012024815984
  • NolteGBaiOWheatonLMariZVorbachSHallettMIdentifying true brain interaction from EEG data using the imaginary part of coherencyClin Neurophysiol20041152292230715351371
  • PeredaEQuirogaRQBhattacharyaJNonlinear multivariate analysis of neurophysiological signalsProg Neurobiol20057713716289760
  • WangHEBénarCGQuilichiniPPFristonKJJirsaVKBernardCA systematic framework for functional connectivity measuresFront Neurosci2014840525538556
  • AhmadlouMAdeliHFunctional community analysis of brain: a new approach for EEG-based investigation of the brain pathologyNeuroimage20115840140821586331
  • AhmadlouMAdeliHAdeliAGraph theoretical analysis of organization of functional brain networks in ADHDClin EEG Neurosci20124351322423545
  • AhmadlouMRostamiRSadeghiVWhich attention-deficit/ hyperactivity disorder children will be improved through neurofeedback therapy? A graph theoretical approach to neocortex neuronal network of ADHDNeurosci Lett201251615616022503723
  • StamCJVan DijkBWSynchronization likelihood: an unbiased measure of generalized synchronization in multivariate data setsPhysica D2002163236251
  • LiuTLinPChenYWangJElectroencephalogram synchronization analysis for attention deficit hyperactivity disorder childrenBioMed Mater Eng2014241035103924211994
  • LiuTChenYLinPWangJSmall-world brain functional networks in children with attention-deficit/hyperactivity disorder revealed by EEG synchronyClin EEG Neurosci201446318319124699437
  • ChicharroDAndrzejakRGReliable detection of directional couplings using rank statisticsPhys Rev E2009802621726217
  • GonzálezJJMéndesLDMañasSDuqueMRPeredaEDe VeraLPerformance analysis of univariate and multivariate EEG measurements in the diagnosis of ADHDClin Neurophysiol20131241139115023332776
  • StamCJModern Network Science of Neurological DisordersLondonNature Publishing Group2014
  • PapoDBuldúJBoccalettiSBullmoreETComplex network theory and the brainPhilos Trans R Soc Lond B Biol Sci2014369201305202013052025180300
  • FornitoAZaleskyABreakspearMThe connectomics of brain disordersNat Rev Neurosci20151615917225697159
  • De Vico FallaniFRichiardiJChavezMAchardSFallaniFDVGraph analysis of functional brain networks: practical issues in translational neurosciencePhilos Trans R Soc Lond B Biol Sci2014369201305212013052125180301
  • NewmanMEJNetworks: An IntroductionOxfordOxford University Press2010
  • RubinovMSpornsOComplex network measures of brain connectivity: uses and interpretationsNeuroimage2010521059106919819337
  • BishopCMPattern Recognition and Machine LearningNew YorkSpringer2006
  • GovindarajuVRaoCRMachine Learning: Theory and ApplicationsAmsterdam; BostonElsevier/North Holland2013
  • FawcettTAn introduction to ROC analysisPattern Recognit Lett2006278861874
  • SatterfieldJHCantwellDPSatterfieldBTPathophysiology of the hyperactive child syndromeArch Gen Psychiatry1974318398444441251
  • BresnahanSMBarryRJSpecificity of quantitative EEG analysis in adults with attention deficit hyperactivity disorderPsychiatry Res2002112213314412429359
  • ChabotRJSerfonteinGQuantitative electroencephalographic profiles of children with attention deficit disorderBiol Psychiatry199640109519638915554
  • ClarkeARBarryRJMcCarthyRSelikowitzMAge and sex effects in the EEG: differences in two subtypes of attention-deficit/hyperactivity disorderClin Neurophysiol200111281582611336897
  • ClarkeARBarryRJDupuyFEBehavioural differences between EEG-defined subgroups of children with attention-deficit/hyperactivity disorderClin Neurophysiol20111221333134121247797
  • KoehlerSLauerPSchreppelTIncreased EEG power density in alpha and theta bands in adult ADHD patientsJ Neural Transm20091169710419030776
  • LansbergenMMArnsMvan Dongen-BoomsmaMSpronkDBuitelaarJKThe increase in theta/beta ratio on resting-state EEG in boys with attention-deficit/hyperactivity disorder is mediated by slow alpha peak frequencyProg Neuropsychopharmacol Biol Psychiatry201035475220713113
  • OgrimGKropotovJHestadKThe quantitative EEG theta/beta ratio in attention deficit/hyperactivity disorder and normal controls: sensitivity, specificity, and behavioral correlatesPsychiatry Res201219848248822425468
  • FantiniMLGagnonJFPetitDSlowing of electroencephalogram in rapid eye movement sleep behavior disorderAnn Neurol20035377478012783424
  • SponheimSRClementzBAIaconoWGBeiserMResting EEG in first-episode and chronic schizophreniaPsychophysiology199431137438146253
  • NazariMAWalloisFAarabiABerquinPDynamic changes in quantitative electroencephalogram during continuous performance test in children with attention-deficit/hyperactivity disorderInt J Psychophysiol20118123023621763729
  • MageeCAClarkeARBarryRJMcCarthyRSelikowitzMExamining the diagnostic utility of EEG power measures in children with attention deficit/hyperactivity disorderClin Neurophysiol20051161033104015826843
  • BarryRJClarkeARMcCarthyRSelikowitzMEEG coherence in attention-deficit/hyperactivity disorder: a comparative study of two DSM-IV typesClin Neurophysiol200211357958511956003
  • BarryRJClarkeARHajosMDupuyFEMcCarthyRSelikowitzMEEG coherence and symptom profiles of children with attention-deficit/hyperactivity disorderClin Neurophysiol20111221327133221310652
  • DupuyFEClarkeARBarryRJMcCarthyRSelikowitzMEEG coherence in children with attention-deficit/hyperactivity disorder: differences between good and poor responders to methylphenidatePsychiatry Res201018011411920483462
  • AhmadlouMAdeliHWavelet-synchronization methodology: a new approach for EEG-based diagnosis of ADHDClin EEG Neurosci20104111020307009
  • BarryRJClarkeARMcCarthyRSelikowitzMEEG coherence in children with attention-deficit/hyperactivity disorder and comorbid oppositional defiant disorderClin Neurophysiol2007118235636217140845
  • BarryRJClarkeARMcCarthyRSelikowitzMEEG coherence in children with attention-deficit/hyperactivity disorder and reading disabilitiesInt J Psychophysiol20097120521018848848
  • ClarkeARBarryRJMcCarthyRSelikowitzMEEG analysis in attention-deficitr/hyperactivity disorder: a comparative study of two subtypesPsychiatry Res19988119299829647
  • ClarkeARBarryRJMcCarthyRSelikowitzMElectroencephalogram differences in two subtypes of attention-deficit/hyperactivity disorderPsychophysiology20013821222111347867
  • ClarkeARBarryRJMcCarthyRSelikowitzMClarkeDCCroftRJEffects of stimulant medications on children with attention-deficit/hyperactivity disorder and excessive beta activity in their EEGClin Neurophysiol20031141729173712948803
  • ClarkeARBarryRJMcCarthyREffects of methylphenidate on EEG coherence in attention-deficit/hyperactivity disorderInt J Psychophysiol20055841115921774
  • ClarkeARBarryRJMcCarthyRSelikowitzMJohnstoneSEffects of stimulant medications on the EEG of girls with attention-deficit/hyperactivity disorderClin Neurophysiol20071182700270817911040
  • HermensDFWilliamsLMClarkeSKohnMCooperNGordonEResponses to methylphenidate in adolescent AD/HD: evidence from concurrently recorded autonomic (EDA) and central (EEG and ERP) measuresInt J Psychophysiol200558213315936104
  • LubarJFWhiteJNSwartwoodMOSwartwoodJNMethylphenidate effects on global and complex measures of EEGPediatr Neurol199921363363710513690
  • SwartwoodMOSwartwoodJNLubarJFTimmermannDLZimmermanAWMuenchenRAMethylphenidate effects on EEG, behavior, and performance in boys with ADHDPediatr Neurol19981832442509568922
  • ClarkeARBarryRJMcCarthyRSelikowitzMEEG differences between good and poor responders to methylphenidate and dexamphetamine in children with attention-deficit/hyperactivity disorderClin Neurophysiol200211319420511856625
  • DupuyFEClarkeARBarryRJMcCarthyRSelikowitzMEEG coherence in girls with attention-deficit/hyperactivity disorder: stimulant effects in good respondersInt J Psychophysiol200870315115718708101
  • BarttfeldPPetroniABáezSFunctional connectivity and temporal variability of brain connections in adults with attention deficit/ hyperactivity disorder and bipolar disorderNeuropsychobiology201469657524576926
  • AlbaGPeredaEMañasSMéndezLDDuqueMRThe variability of EEG functional connectivity of young ADHD subjects in different resting statesClin Neurophysiol Epub 2015