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Phase-based Causality Analysis of EEG in Treatment of Major Depressive Disorder

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00023752%3A_____%2F23%3A43921230" target="_blank" >RIV/00023752:_____/23:43921230 - isvavai.cz</a>

  • Result on the web

    <a href="https://ieeexplore.ieee.org/document/10164427" target="_blank" >https://ieeexplore.ieee.org/document/10164427</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.23919/MEASUREMENT59122.2023.10164427" target="_blank" >10.23919/MEASUREMENT59122.2023.10164427</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    Phase-based Causality Analysis of EEG in Treatment of Major Depressive Disorder

  • Original language description

    This study analyzes causal connections between cross-hemispheric brain regions in individuals diagnosed with major depressive disorder (MDD) through Electroencephalography (EEG) data. A phase-based causality analysis technique is first validated on coupled Rössler systems and then employed on EEG recordings from MDD patients. Our results provide significant insights regarding causal influences in cross-hemispheric brain connectivity of MDD patients who exhibit an early response to medication after commencing treatment.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

  • OECD FORD branch

    10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Result continuities

  • Project

    <a href="/en/project/GF21-14727K" target="_blank" >GF21-14727K: Learning Synchronization Patterns in Multivariate Neural Signals for Prediction of Response to Antidepressants</a><br>

  • Continuities

    P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Others

  • Publication year

    2023

  • 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 14th International Conference on Measurement, MEASUREMENT 2023

  • ISBN

    978-80-972629-7-6

  • ISSN

  • e-ISSN

  • Number of pages

    4

  • Pages from-to

    84-87

  • Publisher name

    Institute of Measurement Science, SAS

  • Place of publication

    Karlova Ves, Slovensko

  • Event location

    Smolenice Castle

  • Event date

    May 29, 2023

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article