About: Classification Based on the Self-Organization of Child Patients with Developmental Dysphasia

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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
rdfs:seeAlso	http://iccanga.com
Description	Involvement of mathematical and engineering methods in medicine makes it possible to perform research into processes in the human body by noninvasive methods. Our team cooperates with neurologists in the domain of developmental dysphasia. We search for correlations between the results of EEG, magnetic resonance (MR) tractography, speech signal analysis, clinical speech therapy and psychology. Our aim is to verify a hypothesis of the possibility of classifying and visual representing changes in pathological speech by means of artificial neural networks. This contribution concentrates on one part of this research: disordered children’s speech analysis and results from MR tractography. We try to divide the patients into three groups according to disorder relevance. For classification, we use PCA and SSOM. Evaluation of the results and preparation of a software pack with a user-friendly interface can facilitate the emergence of disease monitoring and improve the quality of therapy. Involvement of mathematical and engineering methods in medicine makes it possible to perform research into processes in the human body by noninvasive methods. Our team cooperates with neurologists in the domain of developmental dysphasia. We search for correlations between the results of EEG, magnetic resonance (MR) tractography, speech signal analysis, clinical speech therapy and psychology. Our aim is to verify a hypothesis of the possibility of classifying and visual representing changes in pathological speech by means of artificial neural networks. This contribution concentrates on one part of this research: disordered children’s speech analysis and results from MR tractography. We try to divide the patients into three groups according to disorder relevance. For classification, we use PCA and SSOM. Evaluation of the results and preparation of a software pack with a user-friendly interface can facilitate the emergence of disease monitoring and improve the quality of therapy. (en)
Title	Classification Based on the Self-Organization of Child Patients with Developmental Dysphasia Classification Based on the Self-Organization of Child Patients with Developmental Dysphasia (en)
skos:prefLabel	Classification Based on the Self-Organization of Child Patients with Developmental Dysphasia Classification Based on the Self-Organization of Child Patients with Developmental Dysphasia (en)
skos:notation	RIV/68407700:21230/13:00205231!RIV14-MSM-21230___
http://linked.open...avai/riv/aktivita	P S
http://linked.open...avai/riv/aktivity	P(NT11443), S
http://linked.open...vai/riv/dodaniDat	2014
http://linked.open...aciTvurceVysledku	Tučková, Jana Vavřina, Josef
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	České vysoké učení technické v Praze / Fakulta elektrotechnická
http://linked.open...dnocenehoVysledku	65602
http://linked.open...ai/riv/idVysledku	RIV/68407700:21230/13:00205231
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	SSOM; PCA; MR tractography; developmental dysphasia; pathological children speech (en)
http://linked.open.../riv/klicoveSlovo	developmental dysphasia SSOM PCA MR tractography pathological children speech
http://linked.open...ontrolniKodProRIV	[6E858A0EDC4B]
http://linked.open...v/mistoKonaniAkce	Lausanne
http://linked.open...i/riv/mistoVydani	Berlin
http://linked.open...i/riv/nazevZdroje	Lecture Notes in Computer Science 7824
http://linked.open...in/vavai/riv/obor	JD
http://linked.open...ichTvurcuVysledku	2 (xsd:int)
http://linked.open...cetTvurcuVysledku	4 (xsd:int)
http://linked.open...vavai/riv/projekt	Computer analysis of speech expression, EEG records and MR tractography in children with developmental dysphasia
http://linked.open...UplatneniVysledku	2013
http://linked.open...iv/tvurceVysledku	Tučková, Jana Vavřina, Josef Kynčl, M. Šanda, J.
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2013-04-04 (xsd:date)
issn	0302-9743
number of pages	11 (xsd:int)
http://bibframe.org/vocab/doi	10.1007/978-3-642-37213-1
http://purl.org/ne...btex#hasPublisher	Springer-Verlag
https://schema.org/isbn	978-3-642-37212-4
http://localhost/t...ganizacniJednotka	21230

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