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Description
  • In this paper we present our implementation of correlation analysis method used for detecting epileptic seizures during their onset zone. We used matrices of correlation coefficients and their time course to classify seizure. We also developed effective method to reduce number of features. Implemented algorithms were tested on our own dataset acquired in cooperation with the neurological department of FN Motol. The results show this approach as reasonable but the accuracy must be significantly improved before use in practice.
  • In this paper we present our implementation of correlation analysis method used for detecting epileptic seizures during their onset zone. We used matrices of correlation coefficients and their time course to classify seizure. We also developed effective method to reduce number of features. Implemented algorithms were tested on our own dataset acquired in cooperation with the neurological department of FN Motol. The results show this approach as reasonable but the accuracy must be significantly improved before use in practice. (en)
Title
  • Use of Correlation Analysis for Onset Epileptic Seizure Detection
  • Use of Correlation Analysis for Onset Epileptic Seizure Detection (en)
skos:prefLabel
  • Use of Correlation Analysis for Onset Epileptic Seizure Detection
  • Use of Correlation Analysis for Onset Epileptic Seizure Detection (en)
skos:notation
  • RIV/68407700:21230/12:00196089!RIV13-MSM-21230___
http://linked.open...avai/predkladatel
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(NT11460), S, Z(MSM6840770012)
http://linked.open...iv/cisloPeriodika
  • 2
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 176336
http://linked.open...ai/riv/idVysledku
  • RIV/68407700:21230/12:00196089
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • scalp EEG; onset seizure detection; epilepsy; correlation analysis; ictal SPECT (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...odStatuVydavatele
  • CZ - Česká republika
http://linked.open...ontrolniKodProRIV
  • [C3DD3DCAE020]
http://linked.open...i/riv/nazevZdroje
  • Lékař a technika
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...v/svazekPeriodika
  • 42
http://linked.open...iv/tvurceVysledku
  • Balach, Jiří
  • Havel, Tomáš
http://linked.open...n/vavai/riv/zamer
issn
  • 0301-5491
number of pages
http://localhost/t...ganizacniJednotka
  • 21230
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