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