About: LOGISTIC REGRESSION AS A TOOL FOR ATOPY INVESTIGATION

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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 presents the use of logistic regression for predicting the classification of patients into one of two groups of the Phadiatop test. Our data come from patients who underwent examinations Phadiatop test in the University Hospital of Ostrava, the Clinic of Occupational and Preventive Medicine. Personal and family anamneses of the patient were selected and appropriately rated as predictive variables for discriminant analysis. These data were obtained by an evaluation of the atopy score. Moreover, both of these anamneses were divided into four categories according to doctor's ranked severity. The aim of the analysis is to predict results of the cost-expensive Phadiatop test, which is the categorical dependent variable of the model. The model was tested using a medical database of 1027 clients. The developed model predicts results of the Phadiatop test with 75% probability, which may represent significant financial savings for the diagnosis of atopy. This paper presents the use of logistic regression for predicting the classification of patients into one of two groups of the Phadiatop test. Our data come from patients who underwent examinations Phadiatop test in the University Hospital of Ostrava, the Clinic of Occupational and Preventive Medicine. Personal and family anamneses of the patient were selected and appropriately rated as predictive variables for discriminant analysis. These data were obtained by an evaluation of the atopy score. Moreover, both of these anamneses were divided into four categories according to doctor's ranked severity. The aim of the analysis is to predict results of the cost-expensive Phadiatop test, which is the categorical dependent variable of the model. The model was tested using a medical database of 1027 clients. The developed model predicts results of the Phadiatop test with 75% probability, which may represent significant financial savings for the diagnosis of atopy. (en)
Title	LOGISTIC REGRESSION AS A TOOL FOR ATOPY INVESTIGATION LOGISTIC REGRESSION AS A TOOL FOR ATOPY INVESTIGATION (en)
skos:prefLabel	LOGISTIC REGRESSION AS A TOOL FOR ATOPY INVESTIGATION LOGISTIC REGRESSION AS A TOOL FOR ATOPY INVESTIGATION (en)
skos:notation	RIV/61989100:27240/10:86075893!RIV11-MSM-27240___
http://linked.open...avai/riv/aktivita	P
http://linked.open...avai/riv/aktivity	P(1M06047)
http://linked.open...vai/riv/dodaniDat	2011
http://linked.open...aciTvurceVysledku	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	268803
http://linked.open...ai/riv/idVysledku	RIV/61989100:27240/10:86075893
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 atopy Phadiatop test
http://linked.open...ontrolniKodProRIV	[85D4722D8FE7]
http://linked.open...v/mistoKonaniAkce	Brno
http://linked.open...i/riv/mistoVydani	Brno
http://linked.open...i/riv/nazevZdroje	MENDEL 2010, 16th International Conference on Soft Computing
http://linked.open...in/vavai/riv/obor	BB
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	3 (xsd:int)
http://linked.open...vavai/riv/projekt	Research Center for Quality and Reliability of Production
http://linked.open...UplatneniVysledku	2010
http://linked.open...iv/tvurceVysledku	Praks, Pavel Hajduková, Zdeňka Kuráňová, Pavlína
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open...ain/vavai/riv/wos	000288144100028
http://linked.open.../riv/zahajeniAkce	2010-06-23 (xsd:date)
issn	1803-3814
number of pages	4 (xsd:int)
http://purl.org/ne...btex#hasPublisher	University of Technology
https://schema.org/isbn	978-80-214-4120-0
http://localhost/t...ganizacniJednotka	27240

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