Publication result detail

Ultra-fast oscillation detection in EEG signal from deep-brain microelectrodes

TRÁVNÍČEK, V.; CIMBÁLNÍK, J.; KLIMEŠ, P.; JURÁK, P.; DANIEL, P.; BRÁZDIL, M.

Original Title

Ultra-fast oscillation detection in EEG signal from deep-brain microelectrodes

English Title

Ultra-fast oscillation detection in EEG signal from deep-brain microelectrodes

Type

Paper in proceedings (conference paper)

Original Abstract

For the last decades, ripples 80-200Hz (R)and fast ripples 200-500Hz (FR) were intensively studied as biomarkers of the epileptogenic zone (EZ). Recently, Very fast ripples 500-1000Hz (VFR) and ultra-fast ripples 1000-2000Hz (UFR) recorded using standard clinical macro electrodes have been shown to be more specific for EZ. High-sampled microelectrode recordings can bring new insights into this phenomenon of high frequency, multiunit activity. Unfortunately, visual detection of such events is extremely time consuming and unreliable. Here we present a detector of ultra-fast oscillations (UFO, >1kHz). In an example of two patients, we detected 951 UFOs which were more frequent in epileptic (8.6/min) vs. non-epileptic hippocampus (1.3/min). Our detection method can serve as a tool for exploring extremely high frequency events from microelectrode recordings.

English abstract

For the last decades, ripples 80-200Hz (R)and fast ripples 200-500Hz (FR) were intensively studied as biomarkers of the epileptogenic zone (EZ). Recently, Very fast ripples 500-1000Hz (VFR) and ultra-fast ripples 1000-2000Hz (UFR) recorded using standard clinical macro electrodes have been shown to be more specific for EZ. High-sampled microelectrode recordings can bring new insights into this phenomenon of high frequency, multiunit activity. Unfortunately, visual detection of such events is extremely time consuming and unreliable. Here we present a detector of ultra-fast oscillations (UFO, >1kHz). In an example of two patients, we detected 951 UFOs which were more frequent in epileptic (8.6/min) vs. non-epileptic hippocampus (1.3/min). Our detection method can serve as a tool for exploring extremely high frequency events from microelectrode recordings.

Keywords

iEEG, Epilepsy, event detection

Key words in English

iEEG, Epilepsy, event detection

Authors

TRÁVNÍČEK, V.; CIMBÁLNÍK, J.; KLIMEŠ, P.; JURÁK, P.; DANIEL, P.; BRÁZDIL, M.

RIV year

2022

Released

01.11.2021

Publisher

IEEE

Location

NEW YORK

ISBN

978-1-7281-1179-7

Book

2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)

Pages from

265

Pages to

268

Pages count

4

BibTex

@inproceedings{BUT178223,
  author="TRÁVNÍČEK, V. and CIMBÁLNÍK, J. and KLIMEŠ, P. and JURÁK, P. and DANIEL, P. and BRÁZDIL, M.",
  title="Ultra-fast oscillation detection in EEG signal from deep-brain microelectrodes",
  booktitle="2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)",
  year="2021",
  pages="265--268",
  publisher="IEEE",
  address="NEW YORK",
  doi="10.1109/EMBC46164.2021.9629481",
  isbn="978-1-7281-1179-7"
}