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PSG-based classification of sleep phases

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26220%2F15%3APU115162" target="_blank" >RIV/00216305:26220/15:PU115162 - isvavai.cz</a>

  • Result on the web

    <a href="http://www.feec.vutbr.cz/EEICT/2015/sbornik/EEICT-2015-sbornik-komplet_v2.pdf" target="_blank" >http://www.feec.vutbr.cz/EEICT/2015/sbornik/EEICT-2015-sbornik-komplet_v2.pdf</a>

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    čeština

  • Original language name

    PSG-based classification of sleep phases

  • Original language description

    This work is focused on classification of sleep phases using artificial neural network. The unconventional approach was used for calculation of classification features using polysomnographic data (PSG) of real patients. This approach allows to increase the time resolution of the analysis and, thus, to achieve more accurate results of classification.

  • Czech name

    PSG-based classification of sleep phases

  • Czech description

    This work is focused on classification of sleep phases using artificial neural network. The unconventional approach was used for calculation of classification features using polysomnographic data (PSG) of real patients. This approach allows to increase the time resolution of the analysis and, thus, to achieve more accurate results of classification.

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    JD - Use of computers, robotics and its application

  • OECD FORD branch

Result continuities

  • Project

  • Continuities

    S - Specificky vyzkum na vysokych skolach

Others

  • Publication year

    2015

  • Confidentiality

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

Data specific for result type

  • Article name in the collection

    Proceedings of the 21th Student Competition Conference

  • ISBN

    978-80-214-5148-3

  • ISSN

  • e-ISSN

  • Number of pages

    3

  • Pages from-to

    215-217

  • Publisher name

    VUT v Brně

  • Place of publication

    Brno, Česká republika

  • Event location

    Brno

  • Event date

    Apr 23, 2015

  • Type of event by nationality

    CST - Celostátní akce

  • UT code for WoS article