Developmental coordination disorder in children - experimental work and data annotation
Language English Country United States Media print
Document type Journal Article, Research Support, Non-U.S. Gov't
PubMed
28327918
PubMed Central
PMC5530316
DOI
10.1093/gigascience/gix002
PII: 3051931
Knihovny.cz E-resources
- Keywords
- developmental coordination disorder, electroencephalography, event-related potentials, reaction time, visual and audio stimulation,
- MeSH
- Acoustic Stimulation MeSH
- Data Curation MeSH
- Child MeSH
- Electroencephalography MeSH
- Evoked Potentials MeSH
- Comorbidity MeSH
- Quantitative Trait, Heritable MeSH
- Humans MeSH
- Computer Simulation MeSH
- Motor Skills Disorders diagnosis MeSH
- Reaction Time MeSH
- Reproducibility of Results MeSH
- Software MeSH
- Photic Stimulation MeSH
- Check Tag
- Child MeSH
- Humans MeSH
- Male MeSH
- Female MeSH
- Publication type
- Journal Article MeSH
- Research Support, Non-U.S. Gov't MeSH
BACKGROUND: Developmental coordination disorder (DCD) is described as a motor skill disorder characterized by a marked impairment in the development of motor coordination abilities that significantly interferes with performance of daily activities and/or academic achievement. Since some electrophysiological studies suggest differences between children with/without motor development problems, we prepared an experimental protocol and performed electrophysiological experiments with the aim of making a step toward a possible diagnosis of this disorder using the event-related potentials (ERP) technique. The second aim is to properly annotate the obtained raw data with relevant metadata and promote their long-term sustainability. RESULTS: The data from 32 school children (16 with possible DCD and 16 in the control group) were collected. Each dataset contains raw electroencephalography (EEG) data in the BrainVision format and provides sufficient metadata (such as age, gender, results of the motor test, and hearing thresholds) to allow other researchers to perform analysis. For each experiment, the percentage of ERP trials damaged by blinking artifacts was estimated. Furthermore, ERP trials were averaged across different participants and conditions, and the resulting plots are included in the manuscript. This should help researchers to estimate the usability of individual datasets for analysis. CONCLUSIONS: The aim of the whole project is to find out if it is possible to make any conclusions about DCD from EEG data obtained. For the purpose of further analysis, the data were collected and annotated respecting the current outcomes of the International Neuroinformatics Coordinating Facility Program on Standards for Data Sharing, the Task Force on Electrophysiology, and the group developing the Ontology for Experimental Neurophysiology. The data with metadata are stored in the EEG/ERP Portal.
University Hospital Plzen Alej Svobody 80 304 60 Plzen Czech Republic
University of West Bohemia Univerzitni 8 306 14 Plzen Czech Republic
See more in PubMed
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Developmental coordination disorder in children - experimental work and data annotation