About: Improving the Probabilistic Prediction Model of the Phadiatop Test by Data Pre-processing.

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About: Improving the Probabilistic Prediction Model of the Phadiatop Test by Data Pre-processing. Goto Sponge NotDistinct Permalink

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	The Phadiatop test was developed for screening of allergic sensitization. As the Phadiatop test is not cheap, the aim of our research is to approximately predict results of the phadiatop test by a probalistic model, which evaluates data from a personal questionnaire obtained from approximately 1 000 patients with suspected allergic diseases. Our database is based on patients who underwent examinations of the Phadiatop test at the Clinic of Occupation and Preventive Medicine, University Hospital of Ostrava, Ostrava, Czech Republic. The probabilistic prediction model has been verified on a consistent database of approximately 400 patients. Then, the second sensitivity analysis study has been performed and the prediction model has been finally simplified. As a result of the model simplification process, the final prediction model depends only on two independent variables (asthma and allergic rhinitis). The developed model is able to predict the approximate results of the Phadiatop test with 70% probability, which may represent a significant financial saving for the public health sector. The Phadiatop test was developed for screening of allergic sensitization. As the Phadiatop test is not cheap, the aim of our research is to approximately predict results of the phadiatop test by a probalistic model, which evaluates data from a personal questionnaire obtained from approximately 1 000 patients with suspected allergic diseases. Our database is based on patients who underwent examinations of the Phadiatop test at the Clinic of Occupation and Preventive Medicine, University Hospital of Ostrava, Ostrava, Czech Republic. The probabilistic prediction model has been verified on a consistent database of approximately 400 patients. Then, the second sensitivity analysis study has been performed and the prediction model has been finally simplified. As a result of the model simplification process, the final prediction model depends only on two independent variables (asthma and allergic rhinitis). The developed model is able to predict the approximate results of the Phadiatop test with 70% probability, which may represent a significant financial saving for the public health sector. (en)
Title	Improving the Probabilistic Prediction Model of the Phadiatop Test by Data Pre-processing. Improving the Probabilistic Prediction Model of the Phadiatop Test by Data Pre-processing. (en)
skos:prefLabel	Improving the Probabilistic Prediction Model of the Phadiatop Test by Data Pre-processing. Improving the Probabilistic Prediction Model of the Phadiatop Test by Data Pre-processing. (en)
skos:notation	RIV/61989100:27240/12:86084840!RIV13-MSM-27240___
http://linked.open...avai/predkladatel	Fakulta elektrotechniky a informatiky
http://linked.open...avai/riv/aktivita	S
http://linked.open...avai/riv/aktivity	S
http://linked.open...vai/riv/dodaniDat	2013
http://linked.open...aciTvurceVysledku	Praks, Pavel Kuráňová, Pavlína
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	Vysoká škola báňská - Technická univerzita Ostrava / Fakulta elektrotechniky a informatiky
http://linked.open...dnocenehoVysledku	140964
http://linked.open...ai/riv/idVysledku	RIV/61989100:27240/12:86084840
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Logistic regression, medical data, atopy, Phadiatop test. (en)
http://linked.open.../riv/klicoveSlovo	medical data Logistic regression Phadiatop test. atopy
http://linked.open...ontrolniKodProRIV	[3D4D3EA9B08B]
http://linked.open...v/mistoKonaniAkce	Brno
http://linked.open...i/riv/mistoVydani	Brno
http://linked.open...i/riv/nazevZdroje	Mendel 2012 : 18th International Conference on Soft Computing : June 27-29, Brno, Czech Republic
http://linked.open...in/vavai/riv/obor	BB
http://linked.open...ichTvurcuVysledku	2 (xsd:int)
http://linked.open...cetTvurcuVysledku	3 (xsd:int)
http://linked.open...UplatneniVysledku	2012
http://linked.open...iv/tvurceVysledku	Praks, Pavel Hajduková, Zdeňka Kuráňová, Pavlína
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2012-06-27 (xsd:date)
number of pages	5 (xsd:int)
http://purl.org/ne...btex#hasPublisher	Vysoké učení technické v Brně
https://schema.org/isbn	978-80-214-4540-6
http://localhost/t...ganizacniJednotka	27240
is http://linked.open...avai/riv/vysledek of	Improving the Probabilistic Prediction Model of the Phadiatop Test by Data Pre-processing.

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