0000000000582744

AUTHOR

Anna Kaiser

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EEG Data Quality: Determinants and Impact in a Multicenter Study of Children, Adolescents, and Adults with Attention-Deficit/Hyperactivity Disorder (…

2021

Electroencephalography (EEG) represents a widely established method for assessing altered and typically developing brain function. However, systematic studies on EEG data quality, its correlates, and consequences are scarce. To address this research gap, the current study focused on the percentage of artifact-free segments after standard EEG pre-processing as a data quality index. We analyzed participant-related and methodological influences, and validity by replicating landmark EEG effects. Further, effects of data quality on spectral power analyses beyond participant-related characteristics were explored. EEG data from a multicenter ADHD-cohort (age range 6 to 45 years), and a non-ADHD sc…

medicine.medical_specialtymedia_common.quotation_subjectMedizin610artifactsElectroencephalographyAudiologyArticle050105 experimental psychologylcsh:RC321-571electroencephalography (EEG); data quality; attention-deficit/hyperactivity disorder (ADHD); artifacts; multicenter study03 medical and health sciences0302 clinical medicineContinuous performance taskmedicinedata qualityAttention deficit hyperactivity disorder0501 psychology and cognitive sciencesQuality (business)electroencephalography (EEG)ddc:610lcsh:Neurosciences. Biological psychiatry. Neuropsychiatrymedia_commonCued speechmedicine.diagnostic_testGeneral Neuroscience05 social sciencesattention-deficit/hyperactivity disorder (ADHD)ReplicateStepwise regressionmedicine.diseasemulticenter studyData qualityPsychology030217 neurology & neurosurgeryBrain Sciences
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