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

Kód výsledku v IS VaVaI

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Výsledek na webu

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DOI - Digital Object Identifier

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Jazyk výsledku

angličtina

Název v původním jazyce

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

Popis výsledku v původním jazyce

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 wi

Název v anglickém jazyce

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

Popis výsledku anglicky

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 wi

Druh

D - Stať ve sborníku

CEP obor

BB - Aplikovaná statistika, operační výzkum

OECD FORD obor

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Projekt

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Návaznosti

S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2012

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název statě ve sborníku

Mendel 2012 : 18th International Conference on Soft Computing : June 27-29, Brno, Czech Republic

ISBN

978-80-214-4540-6

ISSN

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e-ISSN

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Počet stran výsledku

5

Strana od-do

500-504

Název nakladatele

Vysoké učení technické v Brně

Místo vydání

Brno

Místo konání akce

Brno

Datum konání akce

27. 6. 2012

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

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