Comparative sensitivity of quantitative EEG (QEEG) spectrograms for detecting seizure subtypes

Seizure. 2018 Feb:55:70-75. doi: 10.1016/j.seizure.2018.01.008. Epub 2018 Jan 31.

Abstract

Purpose: To assess the sensitivity of Persyst version 12 QEEG spectrograms to detect focal, focal with secondarily generalized, and generalized onset seizures.

Methods: A cohort of 562 seizures from 58 patients was analyzed. Successive recordings with 2 or more seizures during continuous EEG monitoring for clinical indications in the ICU or EMU between July 2016 and January 2017 were included. Patient ages ranged from 5 to 64 years (mean = 36 years). There were 125 focal seizures, 187 secondarily generalized and 250 generalized seizures from 58 patients analyzed. Seizures were identified and classified independently by two epileptologists. A correlate to the seizure pattern in the raw EEG was sought in the QEEG spectrograms in 4-6 h EEG epochs surrounding the identified seizures. A given spectrogram was interpreted as indicating a seizure, if at the time of a seizure it showed a visually significant departure from the pre-event baseline. Sensitivities for seizure detection using each spectrogram were determined for each seizure subtype.

Results: Overall sensitivities of the QEEG spectrograms for detecting seizures ranged from 43% to 72%, with highest sensitivity (402/562,72%) by the seizure detection trend. The asymmetry spectrogram had the highest sensitivity for detecting focal seizures (117/125,94%). The FFT spectrogram was most sensitive for detecting secondarily generalized seizures (158/187, 84%). The seizure detection trend was the most sensitive for generalized onset seizures (197/250,79%).

Conclusions: Our study suggests that different seizure types have specific patterns in the Persyst QEEG spectrograms. Identifying these patterns in the EEG can significantly increase the sensitivity for seizure identification.

Keywords: Amplitude EEG spectrogram; Asymmetry relative spectrogram; FFT spectrogram; Quantitative EEG; Rhythmicity spectrogram; Seizure detection trend.

Publication types

  • Comparative Study

MeSH terms

  • Adolescent
  • Adult
  • Child
  • Child, Preschool
  • Electroencephalography* / methods
  • Epilepsies, Partial / diagnosis
  • Epilepsies, Partial / physiopathology
  • Epilepsy, Generalized / diagnosis
  • Epilepsy, Generalized / physiopathology
  • Female
  • Humans
  • Male
  • Middle Aged
  • Seizures / diagnosis*
  • Seizures / physiopathology
  • Sensitivity and Specificity
  • Young Adult