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Accurate detection of typical absence seizures in adults and children using a two-channel electroencephalographic wearable behind the ears.

Lauren SwinnenChristos ChatzichristosKatrien JansenLieven LagaeChantal DepondtLaura SeynaeveEvelien VancaesterAnnelies Van DyckeJaiver Macea OrtizKaat VandecasteeleVictoria BrouxMaarten De VosWim van Paesschen
Published in: Epilepsia (2021)
Using the wearable SD, epileptologists were able to reliably detect typical absence seizures. Our automated absence detection algorithm reduced the review time of a 24-h recording from 1-2 h to around 5-10 min.
Keyphrases
  • machine learning
  • deep learning
  • loop mediated isothermal amplification
  • heart rate
  • label free
  • real time pcr
  • young adults
  • high throughput
  • blood pressure
  • quantum dots