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Features for Detection of Parkinson's Disease Tremor from Local Field Potentials of the Subthalamic Nucleus

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F10%3A00170101" target="_blank" >RIV/68407700:21230/10:00170101 - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Features for Detection of Parkinson's Disease Tremor from Local Field Potentials of the Subthalamic Nucleus

  • Original language description

    Deep Brain Stimulation (DBS) is a treatment routinely used to alleviate the symptoms of Parkinson's disease (PD). In this type of treatment, electrical pulses are applied through electrodes implanted into the basal ganglia of the patient. As the symptomsare not permanent in most patients, it is desirable to develop an on-demand stimulator, applying pulses only when onset of the symptoms is detected. This study evaluates a feature set created for the detection of tremor - a cardinal symptom of PD. The designed feature set was based on standard signal features and researched properties of the electrical signals recorded from subthalamic nucleus (STN) within the basal ganglia, which together included temporal, spectral, statistical, autocorrelation and fractal properties. The most characterized tremor related features were selected using statistical testing and backward algorithms then used for classification on unseen patient signals.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    JC - Computer hardware and software

  • OECD FORD branch

Result continuities

  • Project

    <a href="/en/project/GA309%2F09%2F1145" target="_blank" >GA309/09/1145: Mechanisms of deep brain stimulation: Role of the subthalamus in motor, visual and affective processing</a><br>

  • Continuities

    S - Specificky vyzkum na vysokych skolach

Others

  • Publication year

    2010

  • 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 2010, 9th IEEE International Conference on Cybernetic Intelligent Systems

  • ISBN

    978-1-4244-9023-3

  • ISSN

  • e-ISSN

  • Number of pages

    6

  • Pages from-to

    39-44

  • Publisher name

    IEEE

  • Place of publication

    Piscataway

  • Event location

    Berkshire

  • Event date

    Sep 1, 2010

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article