Individual risk prediction model for incident cardiovascular disease: A Bayesian clinical reasoning approach

International Journal of Cardiology

Volumn 167, Issue 5, 2013, Pages 2008-2012

  Liu, Yi Ming ^a   Chen, Sam Li Sheng ^b   Yen, Amy Ming Fang ^b   Chen, Hsiu Hsi ^a  

^a NATIONAL TAIWAN UNIVERSITY   (Taiwan)

^b TAIPEI MEDICAL UNIVERSITY   (Taiwan)

Author keywords

Bayes' theorem; Bayesian; Cardiovascular disease; Likelihood ratio; Metabolic syndrome; Prediction model

Indexed keywords

ADULT; AGED; ARTICLE; BAYES THEOREM; CARDIOVASCULAR DISEASE; CARDIOVASCULAR RISK; COHORT ANALYSIS; CONTROLLED STUDY; FAMILY HISTORY; FEMALE; FOLLOW UP; HUMAN; MAJOR CLINICAL STUDY; MALE; MATHEMATICAL MODEL; METABOLIC SYNDROME X; NORMAL DISTRIBUTION; PREDICTION; PRIORITY JOURNAL; RISK ASSESSMENT; RISK FACTOR; SMOKING HABIT; UNCERTAINTY;

BAYES' THEOREM; BAYESIAN; CARDIOVASCULAR DISEASE; LIKELIHOOD RATIO; METABOLIC SYNDROME; PREDICTION MODEL;

ADULT; BAYES THEOREM; CARDIOVASCULAR DISEASES; COHORT STUDIES; FEMALE; FOLLOW-UP STUDIES; HUMANS; INCIDENCE; MALE; MIDDLE AGED; PREDICTIVE VALUE OF TESTS; RISK FACTORS;

EID: 84883264382     PISSN: 01675273     EISSN: 18741754     Source Type: Journal    
DOI: 10.1016/j.ijcard.2012.05.016     Document Type: Article

References (18)

1. R.S. Vasan Biomarkers of cardiovascular disease: molecular basis and practical considerations Circulation 113 2006 2335 2362
2. R.H. Eckel, S.M. Grundy, and P.Z. Zimmet The metabolic syndrome Lancet 365 2005 1415 1428
3. M. Marmot, and P. Elliott Coronary heart disease epidemiology: from aetiology to public health 2005 Oxford University Press Oxford
4. J.H. O'Keefe, K.A. Bybee, and C.J. Lavie Alcohol and cardiovascular health: the razor-sharp double-edged sword J Am Coll Cardiol 50 2007 1009 1014
5. S.M. Grundy, R. Pasternak, P. Greenland, S. Smith Jr., and V. Fuster Assessment of cardiovascular risk by use of multiple-risk-factor assessment equations: a statement for healthcare professionals from the American Heart Association and the American College of Cardiology Circulation 100 1999 1481 1492
6. P.M. Brindle, A. McConnachie, M.N. Upton, C.L. Hart, G. Davey Smith, and G.C. Watt The accuracy of the Framingham risk-score in different socioeconomic groups: a prospective study Br J Gen Pract 55 2005 838 845
7. V. Hawthorne, D. Kozarevic, and N. Vojvodic Prediction of mortality from coronary heart disease among diverse populations: is there a common predictive function? Heart 88 2002 222 228
8. W.M. Bolstad Introduction to bayesian statistics 2004 John Wiley & Sons Hoboken, New Jersey
9. A. Round Introduction to clinical reasoning J Eval Clin Pract 7 2001 109 117
10. T.H. Chen, Y.H. Chiu, and D.L. Luh Community-based multiple screening model: design, implementation, and analysis of 42,387 participants Cancer 100 2004 1734 1743
11. Y.H. Chiu, L.S. Chen, and C.C. Chan Health information system for community-based multiple screening in Keelung, Taiwan (Keelung Community-based Integrated Screening No. 3) Int J Med Inform 75 2006 369 383
12. S.M. Grundy, J.I. Cleeman, and S.R. Daniels Diagnosis and management of the metabolic syndrome: an American Heart Association/National Heart, Lung, and Blood Institute Scientific Statement Circulation 112 2005 2735 2752
13. W.Y. Lin, T.Y. Chiu, L.T. Lee, C.C. Lin, C.Y. Huang, and K.C. Huang Betel nut chewing is associated with increased risk of cardiovascular disease and all-cause mortality in Taiwanese men Am J Clin Nutr 87 2008 1204 1211
14. A.M.F. Yen, L.S. Chen, Y.H. Chiu, B.J. Boucher, and T.H.H. Chen A prospective community-population-registry-based cohort study of the association between betel-quid chewing and cardiovascular disease in men in Taiwan (KCIS no. 19) Am J Clin Nutr 87 2008 70 78
15. R.J.A. Little, and D.B. Rubin Statistical analysis with missing data 1987 John Wiley & Sons New York
16. M.J. Pencina, R.B. D'Agostino Sr., and E.W. Steyerberg Extension of net reclassification improvement calculations to measure usefulness of new biomarkers Stat Med 30 2011 11 21
17. S. D'Agostino, B. Ralph, S. Grundy, L.M. Sullivan, P. Wilson for the CHD Risk Prediction Group Validation of the Framingham Coronary Heart Disease Prediction Scores: results of a multiple ethnic groups investigation JAMA 286 2001 180 187
18. J. Liu, Y. Hong, and R.B. D'Agostino Sr. Predictive value for the Chinese population of the Framingham CHD Risk Assessment Tool compared with the Chinese Multi-provincial Cohort Study JAMA 291 2004 2591 2599