A4 Refereed article in a conference publication

Connectivity analysis of full montage EEG in traumatic brain injury patients in the ICU




AuthorsTarmo Lipping, Niko Erkintalo, Mika Särkelä, Riikka S. K. Takala, Ari Katila, Janek Frantzén, Jussi Posti, Markus Müller, Olli Tenovuo

EditorsHannu Eskola, Outi Väisänen, Jari Viik, Jari Hyttinen

Conference nameJoint Conference of the European Medical and Biological Engineering Conference (EMBEC) and the Nordic-Baltic Conference on Biomedical Engineering and Medical Physics (NBC),

PublisherSpringer Verlag

Publication year2018

JournalIFMBE proceedings

Book title EMBEC & NBC 2017. Joint Conference of the European Medical and Biological Engineering Conference (EMBEC) and the Nordic-Baltic Conference on Biomedical Engineering and Medical Physics (NBC), Tampere, Finland, June 2017

Journal name in sourceIFMBE Proceedings

Series titleIFMBE Proceedings

Volume65

First page 97

Last page100

Number of pages4

ISBN978-981-10-5121-0

eISBN978-981-10-5122-7

ISSN1680-0737

DOIhttps://doi.org/10.1007/978-981-10-5122-7_25


Abstract

Long-term full montage (19 channels) electroencephalographic (EEG) recordings of 6 patients, treated in the Intensive Care Unit (ICU) for severe Traumatic Brain Injury (TBI), were analyzed using the methodology of connectivity analysis. Two connectivity measures, Coherence and Cross Frequency Coupling (CFC) were calculated for each pair of channels in two frequency bands, 8−13 Hz and 13−35 Hz. In the case of CFC, frequencies below 2 Hz were considered as the modulating rhythm. The ability of the measures to indicate the outcome of treatment was evaluated using the Mann-Whitney U-test. The results indicate that CFC values tend to be higher in good outcome patients for (modulating) frontal EEG channels. For the Coherence measure, U-statistic values close to 0.9 were obtained for some channel pairs, however, no clear pattern could be observed.



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