E-ISSN 2063-5346
 

Original Article 
ECB. 2014; 3(6): 563-567


ASSESSMENT OF HYPERTENSION RISK IN CHILDREN BY CHEMOMETRICAL TECHNIQUES

Viera Mrázová, Miroslava Makohusová, László Kovács, Katarína Babinská.

Abstract
The present work deals with the multivariate data analysis to elucidate the hypertension risk factors in children, which may contribute in
some extent to their prospective medical treatment. Results of laboratory tests together with the data obtained from medical documentation
were used to indicate as well as to predict the hypertension diagnosis in children. The best diagnostic classification outputs were obtained
using artificial neural networks, the K-th nearest neighbour technique, general and linear discriminant analysis. In contrast to the
assessment of single laboratory test results, a combination of several tests enables more comprehensive information that can help the
physician in diagnosis. This work exemplifies a possible approach to computer-aided medical diagnosis.

Key words: hypertension, prediction, classification, multivariate data analysis


 
ARTICLE TOOLS
Abstract
PDF Fulltext
How to cite this articleHow to cite this article
Citation Tools
Related Records
 Articles by Viera Mrázová
Articles by Miroslava Makohusová
Articles by László Kovács
Articles by Katarína Babinská
on Google
on Google Scholar

How to Cite this Article
Pubmed Style

Viera Mrázová, Miroslava Makohusová, László Kovács, Katarína Babinská. ASSESSMENT OF HYPERTENSION RISK IN CHILDREN BY CHEMOMETRICAL TECHNIQUES. ECB. 2014; 3(6): 563-567.


Web Style

Viera Mrázová, Miroslava Makohusová, László Kovács, Katarína Babinská. ASSESSMENT OF HYPERTENSION RISK IN CHILDREN BY CHEMOMETRICAL TECHNIQUES. https://www.eurchembull.com/?mno=57795 [Access: August 09, 2022].


AMA (American Medical Association) Style

Viera Mrázová, Miroslava Makohusová, László Kovács, Katarína Babinská. ASSESSMENT OF HYPERTENSION RISK IN CHILDREN BY CHEMOMETRICAL TECHNIQUES. ECB. 2014; 3(6): 563-567.



Vancouver/ICMJE Style

Viera Mrázová, Miroslava Makohusová, László Kovács, Katarína Babinská. ASSESSMENT OF HYPERTENSION RISK IN CHILDREN BY CHEMOMETRICAL TECHNIQUES. ECB. (2014), [cited August 09, 2022]; 3(6): 563-567.



Harvard Style

Viera Mrázová, Miroslava Makohusová, László Kovács, Katarína Babinská (2014) ASSESSMENT OF HYPERTENSION RISK IN CHILDREN BY CHEMOMETRICAL TECHNIQUES. ECB, 3 (6), 563-567.



Turabian Style

Viera Mrázová, Miroslava Makohusová, László Kovács, Katarína Babinská. 2014. ASSESSMENT OF HYPERTENSION RISK IN CHILDREN BY CHEMOMETRICAL TECHNIQUES. European Chemical Bulletin, 3 (6), 563-567.



Chicago Style

Viera Mrázová, Miroslava Makohusová, László Kovács, Katarína Babinská. "ASSESSMENT OF HYPERTENSION RISK IN CHILDREN BY CHEMOMETRICAL TECHNIQUES." European Chemical Bulletin 3 (2014), 563-567.



MLA (The Modern Language Association) Style

Viera Mrázová, Miroslava Makohusová, László Kovács, Katarína Babinská. "ASSESSMENT OF HYPERTENSION RISK IN CHILDREN BY CHEMOMETRICAL TECHNIQUES." European Chemical Bulletin 3.6 (2014), 563-567. Print.



APA (American Psychological Association) Style

Viera Mrázová, Miroslava Makohusová, László Kovács, Katarína Babinská (2014) ASSESSMENT OF HYPERTENSION RISK IN CHILDREN BY CHEMOMETRICAL TECHNIQUES. European Chemical Bulletin, 3 (6), 563-567.