Computer Support of Detecting Risk of Cardiovascular Diseases

0404595 - UIVT-O 20020025 RIV PL eng J - Článek v odborném periodiku
Franěk, P. - Tomečková, Marie - Zvárová, Jana
Computer Support of Detecting Risk of Cardiovascular Diseases.
Biocybernetics and Biomedical Engineering. Roč. 22, č. 1 (2002), s. 61-68. ISSN 0208-5216. E-ISSN 0208-5216
Grant CEP: GA MŠMT LN00B107
Klíčová slova: epidemiology * cardiology * neural network * discriminant analysis * logistic regression
Kód oboru RIV: BD - Teorie informace

The paper is focusing on analysis of data collected in twenty years lasting longitudial study of 1417 middle-aged men living in the second district of Prague. Examination of methods that can support estimation of risk of cardiovascular disease development in the time is done. These methods examined were neural networks, discriminant analysis and logistic regression. The final comparison was done according to percentage of correct decisions and using ROC curves.
Trvalý link: http://hdl.handle.net/11104/0124838