ArticleFrontiers in neuroscience2021
Quantitative Electroencephalogram Standardization: A Sex- and Age-Differentiated Normative Database.
Article in Frontiers in neuroscience, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers.
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Who cites it
24 citing papers in PubMed.
- Back to the Future of qEEG: Lifespan Normative Modeling of Spectral Ratios and Functional Indices with Potential Applications to Therapeutic Monitoring.Brain topography · 2026Article
- A Precision Computational Framework for sLORETA Neurofeedback in Mild Cognitive Impairment: Integration of qEEG Biomarkers and Neuropsychological Metrics.International journal of environmental research and public health · 2026Article
- Review
- Normative modeling of MEG brain oscillations across the human lifespan.Communications biology · 2026Article
- Mapping Executive Function Performance Based on Resting-State EEG in Healthy Individuals: A Systematic and Mechanistic Review.Journal of clinical medicine · 2026Review
- Quantitative electroencephalography as a next-generation tool in neurodiagnostics: significance, clinical applications, and practical interpretative frameworks.Frontiers in neuroscience · 2026Review
- Mapping EEG Metrics to Human Affective and Cognitive Models: An Interdisciplinary Scoping Review from a Cognitive Neuroscience Perspective.Biomimetics (Basel, Switzerland) · 2025Review
- Normative characterization of age-related periodic and aperiodic activity in resting-state real-world clinical EEG recordings.Frontiers in aging neuroscience · 2025Article
- Song system neuroanatomy, and immediate early gene expression in a finch species with extensive male and female song.Journal of comparative physiology. A, Neuroethology, sensory, neural, and behavioral physiology · 2024Article
- Age-Related Characteristics of Resting-State Electroencephalographic Signals and the Corresponding Analytic Approaches: A Review.Bioengineering (Basel, Switzerland) · 2024Review
- Review of Noninvasive Neuromonitoring Modalities in Children II: EEG, qEEG.Neurocritical care · 2023Review
- Normative brain mapping using scalp EEG and potential clinical application.Scientific reports · 2023Article
- PET-validated EEG-machine learning algorithm predicts brain amyloid pathology in pre-dementia Alzheimer's disease.Scientific reports · 2023Article
- Article
- The Resting State of Taiwan EEG Normative Database: Z-Scores of Patients with Major Depressive Disorder as the Cross-Validation.Brain sciences · 2023Article
- Normative Structure of Resting-State EEG in Bipolar Derivations for Daily Clinical Practice: A Pilot Study.Brain sciences · 2023Article
- QEEG characteristics associated with malnutrition-inflammation complex syndrome.Frontiers in human neuroscience · 2023Article
- Comparison of comprehensive quantitative EEG metrics between typically developing boys and girls in resting state eyes-open and eyes-closed conditions.Frontiers in human neuroscience · 2023Article
- Quantitative electroencephalographic analysis of delirium tremens development following alcohol-withdrawal seizure based on a small number of male cases.Brain and behavior · 2022Article
- Association of CT-Based Delta Radiomics Biomarker With Progression-Free Survival in Patients With Colorectal Liver Metastases Undergo Chemotherapy.Frontiers in oncology · 2022Article
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4 authors.
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Abstract
We describe the utility of a standardized index (Z-score) in quantitative EEG (QEEG) capable of when referenced to a resting-state, sex- and age-differentiated QEEG normative database (ISB-NormDB). Our ISB-NormDB comprises data for 1,289 subjects (553 males, 736 females) ages 4.5 to 81 years that met strict normative data criteria. A de-noising process allowed stratification based on QEEG variability between normal healthy men and women at various age ranges. The ISB-NormDB data set that is stratified by sex provides a unique, highly accurate ISB-NormDB model (ISB-NormDB: ISB-NormDB-Male, ISB-NormDB-Female). To evaluate the trends and accuracy of the ISB-NormDB, we used actual data to compare Z-scores obtained through the ISB-NormDB with those obtained through a traditional QEEG normative database to confirm that basic trends are maintained in most bands and are sensitive to abnormal test data. Finally, we demonstrate the value of our standardized index of QEEG, and highlight it's capacity to minimize the confounding variables of sex and age in any analysis.
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