Selecting relevant information for medical decision support with application in cardiology

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F13%3A10194313" target="_blank" >RIV/00216208:11320/13:10194313 - isvavai.cz</a>

Alternative codes found

RIV/67985807:_____/13:00395155 RIV/00216208:11110/13:10194313

Result on the web

<a href="http://www.ejbi.org/img/ejbi/2013/1/Kalina_en.pdf" target="_blank" >http://www.ejbi.org/img/ejbi/2013/1/Kalina_en.pdf</a>

DOI - Digital Object Identifier

—

Result language

angličtina

Original language name

Selecting relevant information for medical decision support with application in cardiology

Original language description

Objectives: The aim of our work was to implement a prototype of a decision support system which has the form of a web-based classification service. Because the data analysis component of decision support systems often happens to be unsuitable for high-dimensional data, special attention must be paid to the sophisticated selection of the most relevant variables before learning the classification rule. Methods: We implemented a prototype of a diagnostic decision support system called SIR. The system has the ability to select the most relevant variables based on a set of high-dimensional measurements by means of a forward procedure optimizing a decision-making criterion. This allows to learn a reliable classification rule. Results: The implemented prototype was tested on a sample of patients involved in a cardiology study. We used SIR to perform an information extraction from a cardiological clinical study containing both clinical and gene expression data. The classification performance w

Czech name

—

Czech description

—

Type

J_x - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)

CEP classification

IN - Informatics

OECD FORD branch

—

Project

<a href="/en/project/1M06014" target="_blank" >1M06014: Centre of Biomedical Informatics</a><br>

Continuities

V - Vyzkumna aktivita podporovana z jinych verejnych zdroju

Publication year

2013

Confidentiality

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

Name of the periodical

Europaen Journal of Biomedical Informatics

ISSN

1801-5603

e-ISSN

—

Volume of the periodical

9

Issue of the periodical within the volume

1

Country of publishing house

CZ - CZECH REPUBLIC

Number of pages

5

Pages from-to

2-6

UT code for WoS article

—

EID of the result in the Scopus database

—