Modelling the Results of the Phadiatop Test Using the Logistic and Ordinal Regression

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F15%3A86097148" target="_blank" >RIV/61989100:27240/15:86097148 - isvavai.cz</a>

Výsledek na webu

<a href="http://dx.doi.org/10.1007/978-3-319-19147-8_6" target="_blank" >http://dx.doi.org/10.1007/978-3-319-19147-8_6</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1007/978-3-319-19147-8_6" target="_blank" >10.1007/978-3-319-19147-8_6</a>

Jazyk výsledku

angličtina

Název v původním jazyce

Modelling the Results of the Phadiatop Test Using the Logistic and Ordinal Regression

Popis výsledku v původním jazyce

This study was based on examination Phadiatop onerous test at the Clinic of Occupational and Preventive Medicine in order to save money and not make unnecessary testing. The aim of this study was to assess the outcome of the test Phadiatop only under close personal or family history of each patient. This estimation was used statistical methods specifically logistic and ordinal regression. The most important findings are that Phadiatop test result does not imply eczema; it is a different immune responseand the disease is not relevant in personal or family anamnesis. The patient was based on a family and personal anamnesis, in assigning only two groups (healthy or sick) correctly classified with a probability of 75 %. The test sensitivity is about 77 %and the diseases influencing the results are asthma and allergic rhinitis. The success rate of classifying each patient into one of the five Phadiatop test groups according to the seriousness of diseases was about 68 %. Also a testing bas

Název v anglickém jazyce

Modelling the Results of the Phadiatop Test Using the Logistic and Ordinal Regression

Popis výsledku anglicky

This study was based on examination Phadiatop onerous test at the Clinic of Occupational and Preventive Medicine in order to save money and not make unnecessary testing. The aim of this study was to assess the outcome of the test Phadiatop only under close personal or family history of each patient. This estimation was used statistical methods specifically logistic and ordinal regression. The most important findings are that Phadiatop test result does not imply eczema; it is a different immune responseand the disease is not relevant in personal or family anamnesis. The patient was based on a family and personal anamnesis, in assigning only two groups (healthy or sick) correctly classified with a probability of 75 %. The test sensitivity is about 77 %and the diseases influencing the results are asthma and allergic rhinitis. The success rate of classifying each patient into one of the five Phadiatop test groups according to the seriousness of diseases was about 68 %. Also a testing bas

Druh

J_x - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)

CEP obor

BB - Aplikovaná statistika, operační výzkum

OECD FORD obor

—

Projekt

—

Návaznosti

S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2015

Kód důvěrnosti údajů

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

Název periodika

Studies in Computational Intelligence. Volume 606

ISSN

1860-949X

e-ISSN

—

Svazek periodika

606

Číslo periodika v rámci svazku

1

Stát vydavatele periodika

DE - Spolková republika Německo

Počet stran výsledku

16

Strana od-do

103-118

Kód UT WoS článku

—

EID výsledku v databázi Scopus

2-s2.0-84934277602