About: Automatic 3D Segmentation of Human Brain Images Using Data-mining Techniques

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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	This paper proposes a method for automatic 3D segmentation of human brain CT scans using data mining techniques. The brain scans are processed in 2D and 3D. The proposed method has several steps – image pre-processing, segmentation, feature extraction from segments, data mining, and post-processing. The method introduced is implemented in 3D image processing extension for the RapidMiner platform, and both are provided as open source. With testing data the resultant performance selection of tissue slices from the brain image was 98.08% when compared to human expert results. This paper proposes a method for automatic 3D segmentation of human brain CT scans using data mining techniques. The brain scans are processed in 2D and 3D. The proposed method has several steps – image pre-processing, segmentation, feature extraction from segments, data mining, and post-processing. The method introduced is implemented in 3D image processing extension for the RapidMiner platform, and both are provided as open source. With testing data the resultant performance selection of tissue slices from the brain image was 98.08% when compared to human expert results. (en)
Title	Automatic 3D Segmentation of Human Brain Images Using Data-mining Techniques Automatic 3D Segmentation of Human Brain Images Using Data-mining Techniques (en)
skos:prefLabel	Automatic 3D Segmentation of Human Brain Images Using Data-mining Techniques Automatic 3D Segmentation of Human Brain Images Using Data-mining Techniques (en)
skos:notation	RIV/00216305:26220/12:PU99325!RIV13-MPO-26220___
http://linked.open...avai/riv/aktivita	P S
http://linked.open...avai/riv/aktivity	P(ED2.1.00/03.0072), P(FR-TI4/151), S
http://linked.open...vai/riv/dodaniDat	2013
http://linked.open...aciTvurceVysledku	Burget, Radim Uher, Václav
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	124205
http://linked.open...ai/riv/idVysledku	RIV/00216305:26220/12:PU99325
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Image processing, 3D segmentation, visualization, CT, brain scan, RapidMiner, open source, data mining (en)
http://linked.open.../riv/klicoveSlovo	Image processing RapidMiner data mining visualization CT 3D segmentation brain scan open source
http://linked.open...ontrolniKodProRIV	[716383D0A510]
http://linked.open...v/mistoKonaniAkce	Prague
http://linked.open...i/riv/mistoVydani	Neuveden
http://linked.open...i/riv/nazevZdroje	Proceedings of the 35th International Conference on Telecommunications and Signal Processing - TSP'2012
http://linked.open...in/vavai/riv/obor	IN
http://linked.open...ichTvurcuVysledku	2 (xsd:int)
http://linked.open...cetTvurcuVysledku	2 (xsd:int)
http://linked.open...vavai/riv/projekt	Centre of sensor, information and communication systems Výzkum a vývoj technologie pro detekci emocí v nestrukturovaných datech
http://linked.open...UplatneniVysledku	2012
http://linked.open...iv/tvurceVysledku	Burget, Radim Uher, Václav
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open...ain/vavai/riv/wos	000308143100112
http://linked.open.../riv/zahajeniAkce	2012-07-03 (xsd:date)
number of pages	3 (xsd:int)
http://purl.org/ne...btex#hasPublisher	Neuveden
https://schema.org/isbn	978-1-4673-1118-2
http://localhost/t...ganizacniJednotka	26220

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