About: Mining in Complex Medical Data

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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	Není k dispozici (cs) The paper suggests a technique for searching temporal patterns, which is tested on the hepatitis data set. Relevant preprocessed time series is divided into several periods with respect to the given significant instants (for example biopsy date or start of interferon application), development trends are computed. Then dependencies in form of complex association rules between these groups are searched for. We have focused on the analysis of differences between examination results before and after interferon therapy for hepatitis C patients. To reach this goal two software systems SumatraTT and LISp-Miner are combined -- sophisticated data transformations and enhancements are designed and ensured through SumatraTT while LISp-Miner takes care for the search of interesting significant differences in the preprocessed datasets. The paper suggests a technique for searching temporal patterns, which is tested on the hepatitis data set. Relevant preprocessed time series is divided into several periods with respect to the given significant instants (for example biopsy date or start of interferon application), development trends are computed. Then dependencies in form of complex association rules between these groups are searched for. We have focused on the analysis of differences between examination results before and after interferon therapy for hepatitis C patients. To reach this goal two software systems SumatraTT and LISp-Miner are combined -- sophisticated data transformations and enhancements are designed and ensured through SumatraTT while LISp-Miner takes care for the search of interesting significant differences in the preprocessed datasets. (en)
Title	Mining in Complex Medical Data - a Case Study Není k dispozici (cs) Mining in Complex Medical Data - a Case Study (en)
skos:prefLabel	Mining in Complex Medical Data - a Case Study Není k dispozici (cs) Mining in Complex Medical Data - a Case Study (en)
skos:notation	RIV/68407700:21230/06:03117778!RIV07-GA0-21230___
http://linked.open.../vavai/riv/strany	37 ; 47
http://linked.open...avai/riv/aktivita	P
http://linked.open...avai/riv/aktivity	P(GA201/05/0325)
http://linked.open...vai/riv/dodaniDat	2007
http://linked.open...aciTvurceVysledku	Žáková, Monika Vysloužilová, Lenka Štěpánková, Olga Křemen, Petr Aubrecht, Petr
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	485916
http://linked.open...ai/riv/idVysledku	RIV/68407700:21230/06:03117778
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	LISp-Miner; SumatraTT; data mining; data preprocessing; medical data; time series (en)
http://linked.open.../riv/klicoveSlovo	LISp-Miner medical data data mining time series data preprocessing SumatraTT
http://linked.open...ontrolniKodProRIV	[3F6041B93D04]
http://linked.open...v/mistoKonaniAkce	Hradec Králové
http://linked.open...i/riv/mistoVydani	Ostrava
http://linked.open...i/riv/nazevZdroje	Znalosti 2006
http://linked.open...in/vavai/riv/obor	JC
http://linked.open...ichTvurcuVysledku	5 (xsd:int)
http://linked.open...cetTvurcuVysledku	8 (xsd:int)
http://linked.open...vavai/riv/projekt	New methods and tools for knowledge discovery in databases
http://linked.open...UplatneniVysledku	2006
http://linked.open...iv/tvurceVysledku	Žáková, Monika Nováková, Lenka Rauch, J. Aubrecht, Petr Kejkula, M. Koemen, Petr Šimunek, M. Štipánková, Olga
http://linked.open...vavai/riv/typAkce	EUR - Evropská
http://linked.open.../riv/zahajeniAkce	2006-02-01 (xsd:date)
number of pages	11 (xsd:int)
http://purl.org/ne...btex#hasPublisher	Vysoká škola báňská - Technická univerzita Ostrava
https://schema.org/isbn	80-248-1001-8
http://localhost/t...ganizacniJednotka	21230

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