Comparative study of cardiovascular markers data by various techniques of multivariate analysis

Chemometrics and Intelligent Laboratory Systems

Volumn 72, Issue 2, 2004, Pages 259-267

  Balla, B ^a   Mocak, J ^a   Pivovarnikova, H ^b   Balla, J ^b  

^a SLOVAK UNIVERSITY OF TECHNOLOGY   (Slovakia)

^b FNsP J A Reimanna   (Slovakia)

Author keywords

Contingency table; Cut off value; Efficiency; Linear discriminant analysis; Logistic regression; Principal component analysis; ROC curves

Indexed keywords

APOLIPOPROTEIN A1; APOLIPOPROTEIN B; BIOLOGICAL MARKER; C REACTIVE PROTEIN; HIGH DENSITY LIPOPROTEIN CHOLESTEROL; LOW DENSITY LIPOPROTEIN CHOLESTEROL; TRIACYLGLYCEROL;

CHOLESTEROL BLOOD LEVEL; COMPARATIVE STUDY; CONFERENCE PAPER; CONTROLLED STUDY; DATA ANALYSIS; DISCRIMINANT ANALYSIS; HUMAN; LABORATORY TEST; LOGISTIC REGRESSION ANALYSIS; MATHEMATICAL MODEL; MULTIVARIATE ANALYSIS; PREDICTION; PRINCIPAL COMPONENT ANALYSIS; PRIORITY JOURNAL; RECEIVER OPERATING CHARACTERISTIC;

EID: 3142763085     PISSN: 01697439     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.chemolab.2004.01.021     Document Type: Conference Paper

References (23)

1. Folsom A.A. Antibiotics for prevention of myocardial infarction? Not yet! JAMA. 281:1999;461-462
2. Martin M.J., Hulley S.B., Browner W.S., Kuller L.H., Wentworth D. Serum cholesterol, blood pressure and mortality: implications from a cohort of 361, 662 men. Lancet. 2(8513):1986;933-936
3. Kannel W.B. Range of serum cholesterol values in the population developing coronary artery disease. Am. J. Cardiol. 76(9):1995;69C-77C
4. La Rosa J.C., Hunninghake D., Bush D., Criqui M.H., Getz G.S., Gotto A.M. Jr. The cholesterol facts. A summary of the evidence relating dietary fats, serum cholesterol, and coronary heart disease. Circulation. 81:1990;1721-1733
5. Gordon T., Castelli W.P., Hjortland M.C., Kannel W.B., Dawber T.R. High density lipoprotein as a protective factor against coronary heart disease. The Framingham Study. Am. J. Med. 62:1977;707-714
6. Kwiterovich P.O. Jr., Coresh J., Smith H.H., Bachorik P.S., Derby C.A., Pearson T.A. Comparison of the plasma levels of apolipoproteins B and A-1, and other risk factors in men and women with premature coronary artery disease. Am. J. Cardiol. 69(12):1992;1015-1021
7. Great Smokies Diagnostic Laboratory, Cardiovascular Disease Markers, available at http://www.gsdl.com/assessments/finddisease/cardiovascular/markers. html.
8. Ridker P.M., Cushman M., Stampher M.J., Tracy R.P., Hennekens C.H. Inflammation, aspirin, and the risk of cardiovascular disease in apparently healthy men. N. Engl. J. Med. 336(14):1997;973-979
9. Ridker P.M., Hennekens C.H., Buring J.E., Rifai N. C-reactive protein and other markers of inflammation in the prediction of cardiovascular disease in women. N. Engl. J. Med. 342(12):2000;836-843
10. Kavkova D., Varmusova E., Tudik I., Mocak J., Balla B., Berezova M. Diagnostic utility of CYFRA 21-1 and carcinoembryonic antigen as tumor markers in malignant pleural effusions. Eur. Respir. J. 18:2001;397
11. Balla B., Mocak J., Pivovarnikova H., Balla J., Kavkova D., Varmusova E. Application of multivariate analysis in laboratory medicine. Clin. Chem. Lab. Med. 39(special suppl.):2001;285
12. Balla B., Mocak J., Varmusova E., Pivovarnikova H., Balla J. Use of multivariate techniques approach to improve diagnostic prediction. Clin. Chem. Lab. Med. 40(special suppl.):2002;243
13. Mocak J., Balla B. Computer aided clinical diagnosis based on laboratory tests. Proc. Chemom. VI:2002;O31. (Brno)
14. Kairisto V., Poola A. Scand. J. Clin. Lab. Invest. 55(suppl. 222):1995;43
15. Mocak J., Balla B., Varmusova E., Kavkova D., Tudik I. Success assessment of laboratory methods (in Slovak). Chem. Listy. 98:2004;86-91
16. Massart L.M., Vandenginste B.M.G., Buydens L.M.C., De Jong S., Lewi P.J., Smeyers-Verbeke J. Handbook of Chemometrics and Qualimetrics: Part A. 1997;Elsevier, Amsterdam. Chap. 16
17. Association of Official Analytical Chemists Definitions and calculations proposed for method performance parameters. The Referee, AOAC. 1995;6-12
18. STATGRAPHICS Plus, ver. 4.0, Manugistics Inc., Rockville, MD, USA, 1999.
19. SYSTAT, ver. 9.0, SPSS Inc., Chicago, IL, USA, 1998.
20. NCSS 2000, NCSS, Kaysville, Utah, USA, 2000.
21. K. Linnet, CBstat, ver. 4.1.0; Risskov, Denmark, 2001.
22. Sharma S. Applied Multivariate Techniques. 1996;Wiley, New York
23. B. Balla, Application of the multidimensional data analysis to the classification of biological materials, food products and natural substances, PhD Dissertation, Slovak Univ. Technol., Bratislava, 2003, Chap. 5.