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Prediction of poor outcome using detector of epileptiform EEG in ICU patients resuscitated after cardiac arrest

  • Miikka Ermes*
  • , Mika Särkelä
  • , Mark Van Gils
  • , Johanna Wennervirta
  • , Anne Vakkuri
  • , Tapani Salmi
  • *Tämän työn vastaava kirjoittaja

Tutkimustuotos: KonferenssiartikkeliTieteellinenvertaisarvioitu

4 Sitaatiot (Scopus)

Abstrakti

Assessing the brain status of patients admitted to intensive care unit (ICU) after out-of-hospital cardiac arrest is challenging. We had earlier found wavelet subband entropy (WSE) to be a useful tool for quantifying the epileptiform content of EEG during anesthesia. In this paper, WSE was applied for EEG of ICU patients to study its prognostic value. During their stay in ICU, EEG was recorded from 20 patients resuscitated after out-of-hospital cardiac arrest. For the analysis, the patients were divided into subgroups of poor outcome (persistent vegetative state, N=4) and good outcome (regain of consciousness, N=16). WSE for each 5-sec segment of EEG was calculated and also the average of WSE for each hour. Also, similar results were calculated for EEG powers in the bands 16-32 Hz and 1-60 Hz to be used as references. The statistical analysis was made by comparing the medians of the distributions of average WSE of each hour between poor and good outcome groups. The median of WSE of poor outcome group was significantly lower than that of good outcome group. The reference indicators did not show significant differences between the groups. The results suggest that WSE can be a valuable prognostic indicator for detecting the patients with poor outcome.

AlkuperäiskieliEnglanti
Otsikko29th Annual International Conference of IEEE-EMBS, Engineering in Medicine and Biology Society, EMBC'07
Sivut3056-3059
Sivumäärä4
DOI - pysyväislinkit
TilaJulkaistu - 2007
Julkaistu ulkoisestiKyllä
OKM-julkaisutyyppiEi OKM-tyyppiä
Tapahtuma29th Annual International Conference of IEEE-EMBS, Engineering in Medicine and Biology Society, EMBC'07 - Lyon, Ranska
Kesto: 23 elok. 200726 elok. 2007

Julkaisusarja

NimiAnnual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings
ISSN (painettu)0589-1019

Conference

Conference29th Annual International Conference of IEEE-EMBS, Engineering in Medicine and Biology Society, EMBC'07
Maa/AlueRanska
KaupunkiLyon
Ajanjakso23/08/0726/08/07

!!ASJC Scopus subject areas

  • Signal Processing
  • Biomedical Engineering
  • Computer Vision and Pattern Recognition
  • Health Informatics

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