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Response to Vagal Stimulation by Heart-rate Features in Drug-resistant Epileptic Patients

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68081731%3A_____%2F20%3A00535662" target="_blank" >RIV/68081731:_____/20:00535662 - isvavai.cz</a>

  • Alternative codes found

    RIV/00216224:14110/20:00118651

  • Result on the web

    <a href="https://ieeexplore.ieee.org/document/9176326" target="_blank" >https://ieeexplore.ieee.org/document/9176326</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.1109/EMBC44109.2020.9176326" target="_blank" >10.1109/EMBC44109.2020.9176326</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    Response to Vagal Stimulation by Heart-rate Features in Drug-resistant Epileptic Patients

  • Original language description

    Vagal Nerve Stimulation (VNS) is an option in the treatment of drug-resistant epilepsy. However, approximately a quarter of VNS subjects does not respond to the therapy. In this retrospective study, we introduce heart-rate features to distinguish VNS responders and non-responders. Standard pre-implantation measurements of 66 patients were segmented in relation to specific stimuli (open/close eyes, photic stimulation, hyperventilation, and rests between). Median interbeat intervals were found for each segment and normalized (NMRR). Five NMRRs were significant, the strongest feature achieved significance with p=0.013 and AUC=0.66. Low mutual correlation and independence on EEG signals mean that presented features could be considered as an addition for models predicting VNS response using EEG.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

  • OECD FORD branch

    20601 - Medical engineering

Result continuities

  • Project

    <a href="/en/project/NV19-04-00343" target="_blank" >NV19-04-00343: Prediction of Stimulation Efficacy in Epilepsy (PRESEnCE)</a><br>

  • Continuities

    I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Others

  • Publication year

    2020

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC). Proceedings

  • ISBN

    978-172811990-8

  • ISSN

    1557-170X

  • e-ISSN

  • Number of pages

    4

  • Pages from-to

    46-49

  • Publisher name

    IEEE

  • Place of publication

    New York

  • Event location

    Montreal

  • Event date

    Jul 20, 2020

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article

    000621592200012