Application of Cognitive Changes Markers for Diagnostics’ Purposes and in Neurofeedback Therapy

Thanks to the automation of diagnostic processes based on the EEG signal and the creation of classifications of various attention disorders based on the analysis of the EEG signals (as diagnostic markers) - it may be possible to refer patients to appropriate specialists and provide them with appropr...

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Bibliographic Details
Published in:IFAC-PapersOnLine 2019, Vol.52 (27), p.520-523
Main Authors: Zolubak, Magda, Pelc, Mariusz, Podpora, Michal, Chlewicki, Wojciech, Cichon, Katarzyna, Kawala-Sterniuk, Aleksandra
Format: Article
Language:English
Subjects:
algoritms
BCI
EEG
neurofeedback
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Summary:Thanks to the automation of diagnostic processes based on the EEG signal and the creation of classifications of various attention disorders based on the analysis of the EEG signals (as diagnostic markers) - it may be possible to refer patients to appropriate specialists and provide them with appropriate neurofeedback-based treatment. The marker method proposed by the authors of the hereof paper is based on analysis of the EEG, which signal can be widely use in screening diagnostics. The proposed solution in this work may be used for neurofeedback or Brain Computer Interfaces (BCI). In this paper the authors presented implementation of markers for the purpose of analysis of some memory disorders and short-time attention disorder. The study is still in progress. Presented results have initial-study character.
ISSN:2405-8963
2405-8963
DOI:10.1016/j.ifacol.2019.12.716