Statistical control of artifacts in dense array EEG/MEG studies

Junghöfer, Markus; Elbert, Thomas; Tucker, Don M.; Rockstroh, Brigitte

Statistical control of artifacts in dense array EEG/MEG studies

Dateien

Junghoefer_et_al_2000_SCADS.pdf.pdf(798.1 KB)

Datum

2000

Autor:innen

Junghöfer, Markus

Elbert, Thomas

Tucker, Don M.

Rockstroh, Brigitte

Publikationstyp

Zeitschriftenartikel

Erschienen in

Psychophysiology ; 37 (2000). - S. 523-532

Zusammenfassung

With the advent of dense sensor arrays (64-256 channels) in electroencephalography and magnetoencephalography studies, the probability increases that some recording channels are contaminated by artifact. If all channels are required to be artifact free, the number of acceptable trials may be unacceptably low. Precise artifact screening is necessary for accurate spatial mapping, for current density measures, for source analysis, and for accurate temporal analysis based on single-trial methods. Precise screening presents a number of problems given the large datasets. We propose a procedure for statistical correction of artifacts in dense array studies (SCADS), which (1) detects individual channel artifacts using the recording reference, (2) detects global artifacts using the average reference, (3) replaces artifact-contaminated sensors with spherical interpolation statistically weighted on the basis of all sensors, and (4) computes the variance of the signal across trials to document the stability of the averaged waveform. Examples from 128-channel recordings and from numerical simulations illustrate the importance of careful artifact review in the avoidance of analysis errors.

Fachgebiet (DDC)

150 Psychologie

Schlagwörter

Multichannel,EEG,MEG,Event-related potentials,Averaging,CSD

Zitieren

ISO 690

JUNGHÖFER, Markus, Thomas ELBERT, Don M. TUCKER, Brigitte ROCKSTROH, 2000. Statistical control of artifacts in dense array EEG/MEG studies. In: Psychophysiology. 37, pp. 523-532. Available under: doi: 10.1111/1469-8986.3740523

BibTex

@article{Junghofer2000Stati-11255,
  year={2000},
  doi={10.1111/1469-8986.3740523},
  title={Statistical control of artifacts in dense array EEG/MEG studies},
  volume={37},
  journal={Psychophysiology},
  pages={523--532},
  author={Junghöfer, Markus and Elbert, Thomas and Tucker, Don M. and Rockstroh, Brigitte}
}

RDF

<rdf:RDF
    xmlns:dcterms="http://purl.org/dc/terms/"
    xmlns:dc="http://purl.org/dc/elements/1.1/"
    xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#"
    xmlns:bibo="http://purl.org/ontology/bibo/"
    xmlns:dspace="http://digital-repositories.org/ontologies/dspace/0.1.0#"
    xmlns:foaf="http://xmlns.com/foaf/0.1/"
    xmlns:void="http://rdfs.org/ns/void#"
    xmlns:xsd="http://www.w3.org/2001/XMLSchema#" > 
  <rdf:Description rdf:about="https://kops.uni-konstanz.de/server/rdf/resource/123456789/11255">
    <dc:creator>Junghöfer, Markus</dc:creator>
    <foaf:homepage rdf:resource="http://localhost:8080/"/>
    <dcterms:hasPart rdf:resource="https://kops.uni-konstanz.de/bitstream/123456789/11255/1/Junghoefer_et_al_2000_SCADS.pdf.pdf"/>
    <dc:contributor>Elbert, Thomas</dc:contributor>
    <dcterms:bibliographicCitation>First publ. in: Psychophysiology, 37 (2000), 523-532</dcterms:bibliographicCitation>
    <dc:creator>Rockstroh, Brigitte</dc:creator>
    <dc:rights>terms-of-use</dc:rights>
    <dcterms:rights rdf:resource="https://rightsstatements.org/page/InC/1.0/"/>
    <dcterms:issued>2000</dcterms:issued>
    <dc:format>application/pdf</dc:format>
    <void:sparqlEndpoint rdf:resource="http://localhost/fuseki/dspace/sparql"/>
    <dspace:isPartOfCollection rdf:resource="https://kops.uni-konstanz.de/server/rdf/resource/123456789/43"/>
    <dc:contributor>Tucker, Don M.</dc:contributor>
    <dcterms:title>Statistical control of artifacts in dense array EEG/MEG studies</dcterms:title>
    <dcterms:abstract xml:lang="eng">With the advent of dense sensor arrays (64-256 channels) in electroencephalography and magnetoencephalography studies, the probability increases that some recording channels are contaminated by artifact. If all channels are required to be artifact free, the number of acceptable trials may be unacceptably low. Precise artifact screening is necessary for accurate spatial mapping, for current density measures, for source analysis, and for accurate temporal analysis based on single-trial methods. Precise screening presents a number of problems given the large datasets. We propose a procedure for statistical correction of artifacts in dense array studies (SCADS), which (1) detects individual channel artifacts using the recording reference, (2) detects global artifacts using the average reference, (3) replaces artifact-contaminated sensors with spherical interpolation statistically weighted on the basis of all sensors, and (4) computes the variance of the signal across trials to document the stability of the averaged waveform. Examples from 128-channel recordings and from numerical simulations illustrate the importance of careful artifact review in the avoidance of analysis errors.</dcterms:abstract>
    <dc:creator>Tucker, Don M.</dc:creator>
    <dc:contributor>Junghöfer, Markus</dc:contributor>
    <dc:language>eng</dc:language>
    <bibo:uri rdf:resource="http://kops.uni-konstanz.de/handle/123456789/11255"/>
    <dcterms:isPartOf rdf:resource="https://kops.uni-konstanz.de/server/rdf/resource/123456789/43"/>
    <dc:creator>Elbert, Thomas</dc:creator>
    <dcterms:available rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2011-03-25T09:26:43Z</dcterms:available>
    <dc:date rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2011-03-25T09:26:43Z</dc:date>
    <dc:contributor>Rockstroh, Brigitte</dc:contributor>
    <dspace:hasBitstream rdf:resource="https://kops.uni-konstanz.de/bitstream/123456789/11255/1/Junghoefer_et_al_2000_SCADS.pdf.pdf"/>
  </rdf:Description>
</rdf:RDF>

Universitätsbibliographie

Nein