Monitoring Progress of Parkinson's Disease Based on Changes in
Phonation: a Pilot Study

D 2018

Monitoring Progress of Parkinson's Disease Based on Changes in Phonation: a Pilot Study

GALÁŽ, Zoltán; J. MEKYSKA; T. KISKA; V. ZVONCAK; J. MUCHA et. al.

Základní údaje

Originální název

Monitoring Progress of Parkinson's Disease Based on Changes in Phonation: a Pilot Study

Autoři

GALÁŽ, Zoltán (703 Slovensko, domácí); J. MEKYSKA; T. KISKA; V. ZVONCAK; J. MUCHA; P. HARAR; Z. SMEKAL; Ilona ELIÁŠOVÁ (203 Česká republika, domácí); Martina MRÁČKOVÁ (203 Česká republika, domácí); Milena KOŠŤÁLOVÁ (203 Česká republika, domácí); Irena REKTOROVÁ (203 Česká republika, garant, domácí); M. FAUNDEZ-ZANUY; J.B. ALONSO-HERNANDEZ a P. GOMEZ-VILDA

Vydání

NEW YORK, 2018 41ST INTERNATIONAL CONFERENCE ON TELECOMMUNICATIONS AND SIGNAL PROCESSING (TSP), od s. 218-221, 4 s. 2018

Nakladatel

IEEE

Další údaje

Jazyk

angličtina

Typ výsledku

Stať ve sborníku

Obor

30103 Neurosciences

Stát vydavatele

Spojené státy

Utajení

není předmětem státního či obchodního tajemství

Forma vydání

elektronická verze "online"

Kód RIV

RIV/00216224:14740/18:00108633

Organizační jednotka

Středoevropský technologický institut

ISBN

978-1-5386-4695-3

DOI

http://dx.doi.org/10.1109/TSP.2018.8441307

UT WoS

000454845100051

EID Scopus

2-s2.0-85053530851

Klíčová slova anglicky

acoustic analysis; follow-up study; hypokinetic dysarthria; Parkinson's disease; phonation

Štítky

rivok

Příznaky

Mezinárodní význam, Recenzováno

Změněno: 12. 5. 2020 13:26, Mgr. Pavla Foltynová, Ph.D.

Anotace

V originále

Hypokinetic dysarthria (HD) is a frequent symptom of idiopathic Parkinson's disease (PD). Although it is hypothesized its progress is tightly linked with changes in other motor/non-motor features of PD, it has not been proved yet. The aim of this work is to employ acoustic analysis of sustained phonation in order to identify significant correlates between phonatory measures and motor/non-motor deficits in a two-year follow-up study. For this purpose, we repeatedly quantified a sustained vowel /a/ in 51 PD patients who were also assessed by 5 common clinical scales. In addition, a multivariate regression model was trained to predict the motor/non-motor deficits in the horizon of two years. Results suggest that mainly instability in vocal folds oscillation increases with the progress of PD and with overall cognitive decline. Based on the acoustic analysis, the change in clinical scores could be predicted with the error in the range of 11.83-19.60 %.

Návaznosti

NV16-30805A, projekt VaV

Název: Efekt neinvazivní stimulace mozku na hypokinetickou dysartrii, mikrografii a mozkovou plasticitu u pacientů s Parkinsonovou nemocí

Citovat

GALÁŽ, Zoltán; J. MEKYSKA; T. KISKA; V. ZVONCAK; J. MUCHA; P. HARAR; Z. SMEKAL; Ilona ELIÁŠOVÁ; Martina MRÁČKOVÁ; Milena KOŠŤÁLOVÁ; Irena REKTOROVÁ; M. FAUNDEZ-ZANUY; J.B. ALONSO-HERNANDEZ a P. GOMEZ-VILDA. Monitoring Progress of Parkinson's Disease Based on Changes in Phonation: a Pilot Study. Online. In 2018 41ST INTERNATIONAL CONFERENCE ON TELECOMMUNICATIONS AND SIGNAL PROCESSING (TSP). NEW YORK: IEEE, 2018, s. 218-221. ISBN 978-1-5386-4695-3. Dostupné z: https://dx.doi.org/10.1109/TSP.2018.8441307.

@inproceedings{1649177,
   author = {Galáž, Zoltán and Mekyska, J. and Kiska, T. and Zvoncak, V. and Mucha, J. and Harar, P. and Smekal, Z. and Eliášová, Ilona and Mráčková, Martina and Košťálová, Milena and Rektorová, Irena and FaundezandZanuy, M. and AlonsoandHernandez, J.B. and GomezandVilda, P.},
   address = {NEW YORK},
   booktitle = {2018 41ST INTERNATIONAL CONFERENCE ON TELECOMMUNICATIONS AND SIGNAL PROCESSING (TSP)},
   doi = {http://dx.doi.org/10.1109/TSP.2018.8441307},
   keywords = {acoustic analysis; follow-up study; hypokinetic dysarthria; Parkinson's disease; phonation},
   howpublished = {elektronická verze "online"},
   language = {eng},
   location = {NEW YORK},
   isbn = {978-1-5386-4695-3},
   pages = {218-221},
   publisher = {IEEE},
   title = {Monitoring Progress of Parkinson's Disease Based on Changes in Phonation: a Pilot Study},
   year = {2018}
}

TY  - CONF
ID  - 1649177
AU  - Galáž, Zoltán - Mekyska, J. - Kiska, T. - Zvoncak, V. - Mucha, J. - Harar, P. - Smekal, Z. - Eliášová, Ilona - Mráčková, Martina - Košťálová, Milena - Rektorová, Irena - Faundez-Zanuy, M. - Alonso-Hernandez, J.B. - Gomez-Vilda, P.
PY  - 2018
TI  - Monitoring Progress of Parkinson's Disease Based on Changes in Phonation: a Pilot Study
PB  - IEEE
CY  - NEW YORK
SN  - 9781538646953
KW  - acoustic analysis
KW  - follow-up study
KW  - hypokinetic dysarthria
KW  - Parkinson's disease
KW  - phonation
N2  - Hypokinetic dysarthria (HD) is a frequent symptom of idiopathic Parkinson's disease (PD). Although it is hypothesized its progress is tightly linked with changes in other motor/non-motor features of PD, it has not been proved yet. The aim of this work is to employ acoustic analysis of sustained phonation in order to identify significant correlates between phonatory measures and motor/non-motor deficits in a two-year follow-up study. For this purpose, we repeatedly quantified a sustained vowel /a/ in 51 PD patients who were also assessed by 5 common clinical scales. In addition, a multivariate regression model was trained to predict the motor/non-motor deficits in the horizon of two years. Results suggest that mainly instability in vocal folds oscillation increases with the progress of PD and with overall cognitive decline. Based on the acoustic analysis, the change in clinical scores could be predicted with the error in the range of 11.83-19.60 %.
ER  -

GALÁŽ, Zoltán; J. MEKYSKA; T. KISKA; V. ZVONCAK; J. MUCHA; P. HARAR; Z. SMEKAL; Ilona ELIÁŠOVÁ; Martina MRÁČKOVÁ; Milena KOŠŤÁLOVÁ; Irena REKTOROVÁ; M. FAUNDEZ-ZANUY; J.B. ALONSO-HERNANDEZ a P. GOMEZ-VILDA. Monitoring Progress of Parkinson's Disease Based on Changes in Phonation: a Pilot Study. Online. In \textit{2018 41ST INTERNATIONAL CONFERENCE ON TELECOMMUNICATIONS AND SIGNAL PROCESSING (TSP)}. NEW YORK: IEEE, 2018, s.~218-221. ISBN~978-1-5386-4695-3. Dostupné z: https://dx.doi.org/10.1109/TSP.2018.8441307.

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