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Independent component analysis for robust assessment of auditory system maturation in children with cochlear implants
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Castañeda-Villa, Norma, Cornejo-Cruz, Juan Manuel and James, C. J. (2009) Independent component analysis for robust assessment of auditory system maturation in children with cochlear implants. Cochlear Implants International . n/a-n/a. doi:10.1002/cii.412 ISSN 14670100.
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Official URL: http://dx.doi.org/10.1002/cii.412
Abstract
The long latency auditory evoked potential (LLAEP) has been used for tracking changes in latency and morphology of the P1 peak in order to evaluate the maturation of the auditory system in children with cochlear implants (CIs). Cochlear implants can induce an artefact in the recordings when sounds are presented, which makes the analysis of LLAEPs much harder. Independent component analysis (ICA) has been used to remove this artefact. In this paper we apply a procedure based on ICA to reduce the CI artefact, to detect the LLAEPs and to use the changes in the spatial projections of their independent components (ICs) for a robust evaluation of the maturation of the auditory system in children with CIs.
Item Type: | Journal Article | ||||
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Divisions: | Faculty of Science, Engineering and Medicine > Engineering > WMG (Formerly the Warwick Manufacturing Group) | ||||
Journal or Publication Title: | Cochlear Implants International | ||||
Publisher: | John Wiley & Sons Ltd. | ||||
ISSN: | 14670100 | ||||
Official Date: | 2009 | ||||
Dates: |
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Page Range: | n/a-n/a | ||||
DOI: | 10.1002/cii.412 | ||||
Status: | Peer Reviewed | ||||
Publication Status: | Published | ||||
Access rights to Published version: | Restricted or Subscription Access |
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