Assessing Freezing of Gait in Parkinson's Disease Using Analysis of Hypokinetic Dysarthria

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26220%2F17%3APU123586" target="_blank" >RIV/00216305:26220/17:PU123586 - isvavai.cz</a>
Alternative codes found
RIV/00216224:14110/17:00095694
Result on the web
<a href="https://ieeexplore.ieee.org/document/8076085" target="_blank" >https://ieeexplore.ieee.org/document/8076085</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/TSP.2017.8076085" target="_blank" >10.1109/TSP.2017.8076085</a>

Result language
angličtina
Original language name
Assessing Freezing of Gait in Parkinson's Disease Using Analysis of Hypokinetic Dysarthria
Original language description
Hypokinetic dysarthria (HD) and freezing of gait (FOG) are frequent symptoms of Parkinson's disease (PD). The aim of this work is to reveal pathological mechanisms common for HD and FOG, and use acoustic analysis of dysarthric speech to assess the gait difficulties in PD. We used a correlation analysis to investigate a relationship between speech features and FOG evaluated by freezing of gait questionnaire (FOG-Q). We found speech features quantifying reduced mobility of the articulatory organs significantly correlated with all parts of the questionnaire. Next, we built multivariate regression models to estimate the FOG-Q total score. With this approach, mean estimation error rate of 14.71% was achieved. We confirmed the previous findings of a close relationship between HD and FOG in PD. Furthermore, we showed it is possible to accurately (with the error of approximately 0.5 points) estimate FOG-Q using a reasonable number of conventional speech features.
Czech name
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Czech description
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Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year
2017
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
40th Anniversary of International Conference on Telecommunications and Signal Processing (TSP)
ISBN
978-1-5090-3981-4
ISSN
—
e-ISSN
—
Number of pages
4
Pages from-to
735-738
Publisher name
Neuveden
Place of publication
Barcelona, Španělsko
Event location
Barcelona
Event date
Jul 5, 2017
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000425229000156

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