About: Prediction potential of different handwriting tasks for diagnosis of Parkinson's

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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	One of the most frequent clinical hallmarks of Parkinson's disease (PD) is micrographia. Micrographia in PD is characterized by the decreased letter size and by changes in the kinematic aspects including increased movement time, decreased velocities and accelerations, and increased number of changes in velocity and acceleration. Based on the literature survey we proposed template to acquire handwriting during different tasks. In addition to well established tasks for PD diagnosis such as Archimedean spiral, we designed new tasks to acquire all aspects of micrographia. The database consists of eight different handwriting samples from seventy-five subjects. The presented results shows almost 80% overall classification accuracy. One of the most frequent clinical hallmarks of Parkinson's disease (PD) is micrographia. Micrographia in PD is characterized by the decreased letter size and by changes in the kinematic aspects including increased movement time, decreased velocities and accelerations, and increased number of changes in velocity and acceleration. Based on the literature survey we proposed template to acquire handwriting during different tasks. In addition to well established tasks for PD diagnosis such as Archimedean spiral, we designed new tasks to acquire all aspects of micrographia. The database consists of eight different handwriting samples from seventy-five subjects. The presented results shows almost 80% overall classification accuracy. (en)
Title	Prediction potential of different handwriting tasks for diagnosis of Parkinson's Prediction potential of different handwriting tasks for diagnosis of Parkinson's (en)
skos:prefLabel	Prediction potential of different handwriting tasks for diagnosis of Parkinson's Prediction potential of different handwriting tasks for diagnosis of Parkinson's (en)
skos:notation	RIV/00216305:26220/13:PU109979!RIV15-MV0-26220___
http://linked.open...avai/riv/aktivita	P
http://linked.open...avai/riv/aktivity	P(ED2.1.00/03.0072), P(GAP102/12/1104), P(VG20102014033)
http://linked.open...vai/riv/dodaniDat	2015
http://linked.open...aciTvurceVysledku	Smékal, Zdeněk Mekyska, Jiří Drotár, Peter
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Vysoké učení technické v Brně / Fakulta elektrotechniky a komunikačních technologií
http://linked.open...dnocenehoVysledku	98612
http://linked.open...ai/riv/idVysledku	RIV/00216305:26220/13:PU109979
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Keywords-handwriting, Parkinson's disease, decision support systems, micrographia, SVM. (en)
http://linked.open.../riv/klicoveSlovo	decision support systems Parkinson's disease Keywords-handwriting SVM. micrographia
http://linked.open...ontrolniKodProRIV	[A6F196F54C99]
http://linked.open...v/mistoKonaniAkce	Iasi
http://linked.open...i/riv/mistoVydani	Neuveden
http://linked.open...i/riv/nazevZdroje	E-Health and Bioengineering Conference (EHB), 2013
http://linked.open...in/vavai/riv/obor	JA
http://linked.open...ichTvurcuVysledku	3 (xsd:int)
http://linked.open...cetTvurcuVysledku	6 (xsd:int)
http://linked.open...vavai/riv/projekt	Centre of sensor, information and communication systems Study of metabolism and localization of high grade glioma using MR imaging techniques Improvement of risk area security using combined methods for biometrical identification of subjects
http://linked.open...UplatneniVysledku	2013
http://linked.open...iv/tvurceVysledku	Rektorová, Irena Smékal, Zdeněk Faúndez Zanuy, Marcos Mekyska, Jiří Drotár, Peter Masarová, Lucia
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open...ain/vavai/riv/wos	000346672900146
http://linked.open.../riv/zahajeniAkce	2013-11-21 (xsd:date)
number of pages	4 (xsd:int)
http://bibframe.org/vocab/doi	10.1109/EHB.2013.6707378
http://purl.org/ne...btex#hasPublisher	IEEE
https://schema.org/isbn	978-1-4799-2372-4
http://localhost/t...ganizacniJednotka	26220

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