메뉴 건너뛰기




Volumn 8, Issue 11, 2007, Pages 873-881

Receiver operating characteristic (ROC) curves and the definition of threshold levels to diagnose coronary artery disease on electrocardiographic stress testing. Part I: The use of ROC curves in diagnostic medicine and electrocardiographic markers of ischaemia

Author keywords

Electrocardiography; Receiver operating characteristic; ROC curve; Sensitivity; Specificity; Stress test

Indexed keywords

CARDIOVASCULAR RESPONSE; CORONARY ARTERY DISEASE; ELECTROCARDIOGRAPHY; EXERCISE TEST; GOLD STANDARD; HEART MUSCLE ISCHEMIA; HUMAN; PERFORMANCE; RECEIVER OPERATING CHARACTERISTIC; REVIEW;

EID: 34948893866     PISSN: 15582027     EISSN: None     Source Type: Journal    
DOI: 10.2459/JCM.0b013e3280126615     Document Type: Review
Times cited : (11)

References (49)
  • 1
    • 0018079655 scopus 로고
    • Basic principles of ROC analysis
    • Metz CE. Basic principles of ROC analysis. Semin Nucl Med 1978; 8:283-298.
    • (1978) Semin Nucl Med , vol.8 , pp. 283-298
    • Metz, C.E.1
  • 2
    • 0141518516 scopus 로고    scopus 로고
    • Receiver operating characteristic curves and their use in radiology
    • Obuchowski NA. Receiver operating characteristic curves and their use in radiology. Radiology 2003; 229:3-8.
    • (2003) Radiology , vol.229 , pp. 3-8
    • Obuchowski, N.A.1
  • 3
    • 0024336651 scopus 로고
    • Importance of epidemiology and biostatistics in deciding clinical strategies for using diagnostic tests: A simplified approach using examples from coronary artery disease
    • Patterson RE, Horowitz SF. Importance of epidemiology and biostatistics in deciding clinical strategies for using diagnostic tests: a simplified approach using examples from coronary artery disease. J Am Coll Cardiol 1989; 13:1653-1665.
    • (1989) J Am Coll Cardiol , vol.13 , pp. 1653-1665
    • Patterson, R.E.1    Horowitz, S.F.2
  • 4
    • 0036095527 scopus 로고    scopus 로고
    • Parametric receiver operating characteristic curve analysis using mathematica
    • Heckerling PS. Parametric receiver operating characteristic curve analysis using mathematica. Comput Methods Programs Biomed 2002; 69:65-73.
    • (2002) Comput Methods Programs Biomed , vol.69 , pp. 65-73
    • Heckerling, P.S.1
  • 5
    • 0027457620 scopus 로고
    • Receiver-operating characteristic (ROC) plots: A fundamental evaluation tool in clinical medicine
    • Zweig MH, Campbell G. Receiver-operating characteristic (ROC) plots: a fundamental evaluation tool in clinical medicine. Clin Chem 1993; 39:561-577.
    • (1993) Clin Chem , vol.39 , pp. 561-577
    • Zweig, M.H.1    Campbell, G.2
  • 6
    • 0018225190 scopus 로고
    • Signal detection and identification at successive stages of observation
    • Swets JA, Green DM, Getty DJ, Swets JB. Signal detection and identification at successive stages of observation. Percept Psychophys 1978; 23:275-289.
    • (1978) Percept Psychophys , vol.23 , pp. 275-289
    • Swets, J.A.1    Green, D.M.2    Getty, D.J.3    Swets, J.B.4
  • 7
    • 0004696197 scopus 로고
    • Detection theory and psychophysics: A review
    • Swets JA. Detection theory and psychophysics: a review. Psychometrika 1961; 26:49-63.
    • (1961) Psychometrika , vol.26 , pp. 49-63
    • Swets, J.A.1
  • 8
    • 0018390029 scopus 로고
    • ROC analysis applied to the evaluation of medical imaging techniques
    • Swets JA. ROC analysis applied to the evaluation of medical imaging techniques. Invest Radiol 1979; 14:109-121.
    • (1979) Invest Radiol , vol.14 , pp. 109-121
    • Swets, J.A.1
  • 9
    • 0015240858 scopus 로고
    • Signal detectability and medical decision-making
    • Lusted LB. Signal detectability and medical decision-making. Science 1971; 171:1217-1219.
    • (1971) Science , vol.171 , pp. 1217-1219
    • Lusted, L.B.1
  • 10
    • 0020083498 scopus 로고
    • The meaning and use of the area under a receiver operating characteristic (ROC) curve
    • Hanley JA, McNeil BJ. The meaning and use of the area under a receiver operating characteristic (ROC) curve. Radiology 1982; 143:29-36.
    • (1982) Radiology , vol.143 , pp. 29-36
    • Hanley, J.A.1    McNeil, B.J.2
  • 11
    • 0032077905 scopus 로고    scopus 로고
    • Receiver operating characteristic (ROC) analysis: Basic principles and applications in radiology
    • Van Erkel AR, Pattynama PM. Receiver operating characteristic (ROC) analysis: basic principles and applications in radiology. Eur J Radiol 1998; 27:88-94.
    • (1998) Eur J Radiol , vol.27 , pp. 88-94
    • Van Erkel, A.R.1    Pattynama, P.M.2
  • 12
    • 0025254439 scopus 로고
    • Redistribution of regional and organ blood volume and effect on cardiac function in relation to upright exercise intensity in healthy human subjects
    • Flamm SD, Taki J, Moore R, Lewis SF, Keech F, Maltais F, et al. Redistribution of regional and organ blood volume and effect on cardiac function in relation to upright exercise intensity in healthy human subjects. Circulation 1990; 81:1550-1559.
    • (1990) Circulation , vol.81 , pp. 1550-1559
    • Flamm, S.D.1    Taki, J.2    Moore, R.3    Lewis, S.F.4    Keech, F.5    Maltais, F.6
  • 13
    • 0023483229 scopus 로고
    • Circulatory response to exercise in health
    • Shepherd JT. Circulatory response to exercise in health. Circulation 1987; 76 (Pt 2):VI3-VI10.
    • (1987) Circulation , vol.76 , Issue.PART 2
    • Shepherd, J.T.1
  • 16
    • 0028625449 scopus 로고
    • Mechanism of exercise hypotension in patients with ischemic heart disease. Role of neurocardiogenically mediated vasodilation
    • Lele SS, Scalia G, Thomson H, Macfarlane D, Wilkinson D, Stafford W, et al. Mechanism of exercise hypotension in patients with ischemic heart disease. Role of neurocardiogenically mediated vasodilation. Circulation 1994; 90:2701-2709.
    • (1994) Circulation , vol.90 , pp. 2701-2709
    • Lele, S.S.1    Scalia, G.2    Thomson, H.3    Macfarlane, D.4    Wilkinson, D.5    Stafford, W.6
  • 18
    • 0025822693 scopus 로고
    • Abnormal vascular responses to supine exercise in hypertrophic cardiomyopathy
    • Counihan PJ, Frenneaux MP, Webb DJ, McKenna WJ. Abnormal vascular responses to supine exercise in hypertrophic cardiomyopathy. Circulation 1991; 84:686-696.
    • (1991) Circulation , vol.84 , pp. 686-696
    • Counihan, P.J.1    Frenneaux, M.P.2    Webb, D.J.3    McKenna, W.J.4
  • 19
    • 0035090036 scopus 로고    scopus 로고
    • Stress testing in cardiac evaluation: Current concepts with emphasis on the ECG
    • Tavel ME. Stress testing in cardiac evaluation: current concepts with emphasis on the ECG. Chest 2001; 119:907-925.
    • (2001) Chest , vol.119 , pp. 907-925
    • Tavel, M.E.1
  • 20
    • 0035797845 scopus 로고    scopus 로고
    • Exercise standards for testing and training: A statement for healthcare professionals from the American Heart Association
    • Fletcher GF, Balady GJ, Amsterdam EA, Chaitman B, Eckel R, Fleg J, et al. Exercise standards for testing and training: a statement for healthcare professionals from the American Heart Association. Circulation 2001; 104:1694-1740.
    • (2001) Circulation , vol.104 , pp. 1694-1740
    • Fletcher, G.F.1    Balady, G.J.2    Amsterdam, E.A.3    Chaitman, B.4    Eckel, R.5    Fleg, J.6
  • 21
    • 0036787784 scopus 로고    scopus 로고
    • Gibbons RJ, Balady GJ, Bricker JT, Chaitman BR, Fletcher GF, Froelicher VF, et al. ACC/AHA 2002 guideline update for exercise testing: summary article. A report of the American College of Cardiology/American Heart Association Task Force on Practice Guidelines (Committee to Update the 1997 Exercise Testing Guidelines). Circulation 2002; 106:1883-1892.
    • Gibbons RJ, Balady GJ, Bricker JT, Chaitman BR, Fletcher GF, Froelicher VF, et al. ACC/AHA 2002 guideline update for exercise testing: summary article. A report of the American College of Cardiology/American Heart Association Task Force on Practice Guidelines (Committee to Update the 1997 Exercise Testing Guidelines). Circulation 2002; 106:1883-1892.
  • 22
    • 0024799015 scopus 로고
    • Detecting abnormalities in left ventricular function during exercise by respiratory measurement
    • Koike A, Itoh H, Taniguchi K, Hiroe M. Detecting abnormalities in left ventricular function during exercise by respiratory measurement. Circulation 1989; 80:1737-1746.
    • (1989) Circulation , vol.80 , pp. 1737-1746
    • Koike, A.1    Itoh, H.2    Taniguchi, K.3    Hiroe, M.4
  • 23
    • 0002611813 scopus 로고
    • The effect of exercise on the cardiac output and circulatory dynamics of normal subjects
    • Donald KW, Bishop JM, Cumming G, Wade OL. The effect of exercise on the cardiac output and circulatory dynamics of normal subjects. Clin Sci (Lond) 1955; 14:37-73.
    • (1955) Clin Sci (Lond) , vol.14 , pp. 37-73
    • Donald, K.W.1    Bishop, J.M.2    Cumming, G.3    Wade, O.L.4
  • 24
    • 0024450258 scopus 로고
    • Exercise-induced ST segment depression in the diagnosis of multivessel coronary disease: A meta analysis
    • Detrano R, Gianrossi R, Mulvihill D, Lehmann K, Dubach P, Colombo A, et al. Exercise-induced ST segment depression in the diagnosis of multivessel coronary disease: a meta analysis. J Am Coll Cardiol 1989; 14:1501-1508.
    • (1989) J Am Coll Cardiol , vol.14 , pp. 1501-1508
    • Detrano, R.1    Gianrossi, R.2    Mulvihill, D.3    Lehmann, K.4    Dubach, P.5    Colombo, A.6
  • 25
    • 0032617779 scopus 로고    scopus 로고
    • Rational utilization of diagnostic tests in cardiology
    • Luna Filho B. Rational utilization of diagnostic tests in cardiology. Arq Bras Cardiol 1999; 72:39-50.
    • (1999) Arq Bras Cardiol , vol.72 , pp. 39-50
    • Luna Filho, B.1
  • 26
    • 0032518707 scopus 로고    scopus 로고
    • Clinical yield and cost of exercise treadmill testing to screen for coronary artery disease in asymptomatic adults
    • Pilote L, Pashkow F, Thomas JD, Snader CE, Harvey SA, Marwick TH, et al. Clinical yield and cost of exercise treadmill testing to screen for coronary artery disease in asymptomatic adults. Am J Cardiol 1998; 81:219-224.
    • (1998) Am J Cardiol , vol.81 , pp. 219-224
    • Pilote, L.1    Pashkow, F.2    Thomas, J.D.3    Snader, C.E.4    Harvey, S.A.5    Marwick, T.H.6
  • 27
    • 0015420960 scopus 로고
    • Maximal treadmill exercise electrocardiography. Correlations with coronary arteriography and cardiac hemodynamics
    • Martin CM, McConahay DR. Maximal treadmill exercise electrocardiography. Correlations with coronary arteriography and cardiac hemodynamics. Circulation 1972; 46:956-962.
    • (1972) Circulation , vol.46 , pp. 956-962
    • Martin, C.M.1    McConahay, D.R.2
  • 28
    • 0036083673 scopus 로고    scopus 로고
    • What percent luminal stenosis should be used to define angiographic coronary artery disease for noninvasive test evaluation?
    • Lipinski M, Do D, Morise A, Froelicher V. What percent luminal stenosis should be used to define angiographic coronary artery disease for noninvasive test evaluation? Ann Noninvasive Electrocardiol 2002; 7:98-105.
    • (2002) Ann Noninvasive Electrocardiol , vol.7 , pp. 98-105
    • Lipinski, M.1    Do, D.2    Morise, A.3    Froelicher, V.4
  • 29
    • 0026500032 scopus 로고
    • Exercise echocardiography versus 201Tl single-photon emission computed tomography in evaluation of coronary artery disease. Analysis of 292 patients
    • Quinones MA, Verani MS, Haichin RM, Mahmarian JJ, Suarez J, Zoghbi WA. Exercise echocardiography versus 201Tl single-photon emission computed tomography in evaluation of coronary artery disease. Analysis of 292 patients. Circulation 1992; 85:1026-1031.
    • (1992) Circulation , vol.85 , pp. 1026-1031
    • Quinones, M.A.1    Verani, M.S.2    Haichin, R.M.3    Mahmarian, J.J.4    Suarez, J.5    Zoghbi, W.A.6
  • 30
    • 0027990330 scopus 로고
    • Stress echocardiography in the detection of myocardial ischemia. Head-to-head comparison of exercise, dobutamine, and dipyridamole tests
    • Beleslin BD, Ostojic M, Stepanovic J, Djordjevic-Dikic A, Stojkovic S, Nedeljkovic M, et al. Stress echocardiography in the detection of myocardial ischemia. Head-to-head comparison of exercise, dobutamine, and dipyridamole tests. Circulation 1994; 90:1168-1176.
    • (1994) Circulation , vol.90 , pp. 1168-1176
    • Beleslin, B.D.1    Ostojic, M.2    Stepanovic, J.3    Djordjevic-Dikic, A.4    Stojkovic, S.5    Nedeljkovic, M.6
  • 31
  • 32
    • 0032794601 scopus 로고    scopus 로고
    • Relation between the electrocardiographic stress test and degree and location of myocardial ischemia
    • Tavel ME, Shaar C. Relation between the electrocardiographic stress test and degree and location of myocardial ischemia. Am J Cardiol 1999; 84:119-124.
    • (1999) Am J Cardiol , vol.84 , pp. 119-124
    • Tavel, M.E.1    Shaar, C.2
  • 33
    • 0344210411 scopus 로고    scopus 로고
    • ST-segment elevation in the electrocardiogram: A sign of myocardial ischemia
    • Kleber AG. ST-segment elevation in the electrocardiogram: a sign of myocardial ischemia. Cardiovasc Res 2000; 45:111-118.
    • (2000) Cardiovasc Res , vol.45 , pp. 111-118
    • Kleber, A.G.1
  • 35
    • 0028902161 scopus 로고
    • Comparison of thallium-201 single-photon emission computed tomography and electrocardiographic response during exercise in patients with normal rest electrocardiographic results
    • Nallamothu N, Ghods M, Heo J, Iskandrian AS. Comparison of thallium-201 single-photon emission computed tomography and electrocardiographic response during exercise in patients with normal rest electrocardiographic results. J Am Coll Cardiol 1995; 25:830-836.
    • (1995) J Am Coll Cardiol , vol.25 , pp. 830-836
    • Nallamothu, N.1    Ghods, M.2    Heo, J.3    Iskandrian, A.S.4
  • 36
    • 0028949534 scopus 로고
    • Duration and magnitude of ST-segment depression during exercise and recovery: A symmetric relation
    • Bogaty P, Gavrielides S, Mure P, Gaspardone A, Maseri A. Duration and magnitude of ST-segment depression during exercise and recovery: a symmetric relation. Am Heart J 1995; 129:666-671.
    • (1995) Am Heart J , vol.129 , pp. 666-671
    • Bogaty, P.1    Gavrielides, S.2    Mure, P.3    Gaspardone, A.4    Maseri, A.5
  • 37
    • 0026061208 scopus 로고
    • Accuracy of exercise electrocardiography in detecting physiologically significant coronary arterial lesions
    • Wilson RF, Marcus ML, Christensen BV, Talman C, White CW. Accuracy of exercise electrocardiography in detecting physiologically significant coronary arterial lesions. Circulation 1991; 83:412-421.
    • (1991) Circulation , vol.83 , pp. 412-421
    • Wilson, R.F.1    Marcus, M.L.2    Christensen, B.V.3    Talman, C.4    White, C.W.5
  • 38
    • 0019127081 scopus 로고
    • Methodologic problems of exercise testing for coronary artery disease: Groups, analysis and bias
    • Philbrick JT, Horwitz RI, Feinstein AR. Methodologic problems of exercise testing for coronary artery disease: groups, analysis and bias. Am J Cardiol 1980; 46:807-812.
    • (1980) Am J Cardiol , vol.46 , pp. 807-812
    • Philbrick, J.T.1    Horwitz, R.I.2    Feinstein, A.R.3
  • 39
    • 7544220654 scopus 로고    scopus 로고
    • J, for the WOSCOPS Executive Committee. Looking for prognostic information in the ST-T segment - is it really worth it?
    • Macfarlane PW. Norrie J, for the WOSCOPS Executive Committee. Looking for prognostic information in the ST-T segment - is it really worth it? J Electrocardiol 2004; 37 (Suppl):209-213.
    • (2004) J Electrocardiol , vol.37 , Issue.SUPPL. , pp. 209-213
    • Norrie, M.P.W.1
  • 40
    • 0018858073 scopus 로고
    • Clinical significance of upsloping ST segments in exercise electrocardiography
    • Rijneke RD, Ascoop CA, Talmon JL. Clinical significance of upsloping ST segments in exercise electrocardiography. Circulation 1980; 61:671-678.
    • (1980) Circulation , vol.61 , pp. 671-678
    • Rijneke, R.D.1    Ascoop, C.A.2    Talmon, J.L.3
  • 41
    • 0030901719 scopus 로고    scopus 로고
    • Significance of slow upsloping ST-segment depression on exercise stress testing
    • Sansoy V, Watson DD, Beller GA. Significance of slow upsloping ST-segment depression on exercise stress testing. Am J Cardiol 1997; 79:709-712.
    • (1997) Am J Cardiol , vol.79 , pp. 709-712
    • Sansoy, V.1    Watson, D.D.2    Beller, G.A.3
  • 42
    • 0026560778 scopus 로고
    • Assessment of residual tissue viability by exercise testing in recent myocardial infarction: Comparison of the electrocardiogram and myocardial perfusion scintigraphy
    • Margonato A, Ballarotto C, Bonetti F, Cappelletti A, Sciammarella M, Cianflone D, et al. Assessment of residual tissue viability by exercise testing in recent myocardial infarction: comparison of the electrocardiogram and myocardial perfusion scintigraphy. J Am Coll Cardiol 1992; 19:948-952.
    • (1992) J Am Coll Cardiol , vol.19 , pp. 948-952
    • Margonato, A.1    Ballarotto, C.2    Bonetti, F.3    Cappelletti, A.4    Sciammarella, M.5    Cianflone, D.6
  • 43
    • 0028912245 scopus 로고
    • Specificity and sensitivity of exercise-induced ST segment elevation for detection of residual viability: Comparison with fluorodeoxyglucose and positron emission tomography
    • Margonato A, Chierchia SL, Xuereb RG, Xuereb M, Fragasso G, Cappelletti A, et al. Specificity and sensitivity of exercise-induced ST segment elevation for detection of residual viability: comparison with fluorodeoxyglucose and positron emission tomography. J Am Coll Cardiol 1995; 25:1032-1038.
    • (1995) J Am Coll Cardiol , vol.25 , pp. 1032-1038
    • Margonato, A.1    Chierchia, S.L.2    Xuereb, R.G.3    Xuereb, M.4    Fragasso, G.5    Cappelletti, A.6
  • 44
    • 0036148870 scopus 로고    scopus 로고
    • Mechanism of transient exercise induced ST segment elevation in non-Q wave lead: A scintigraphic co-relation
    • Krishnamani R, Salmasi AM, Lahiri A. Mechanism of transient exercise induced ST segment elevation in non-Q wave lead: a scintigraphic co-relation. Heart 2002; 87:8.
    • (2002) Heart , vol.87 , pp. 8
    • Krishnamani, R.1    Salmasi, A.M.2    Lahiri, A.3
  • 46
    • 0025209836 scopus 로고
    • Identification of viable myocardium by echocardiography during dobutamine infusion in patients with myocardial infarction after thrombolytic therapy: Comparison with positron emission tomography
    • Pierard LA, De Landsheere CM, Berthe C, Rigo P, Kulbertus HE. Identification of viable myocardium by echocardiography during dobutamine infusion in patients with myocardial infarction after thrombolytic therapy: comparison with positron emission tomography. J Am Coll Cardiol 1990; 15:1021-1031.
    • (1990) J Am Coll Cardiol , vol.15 , pp. 1021-1031
    • Pierard, L.A.1    De Landsheere, C.M.2    Berthe, C.3    Rigo, P.4    Kulbertus, H.E.5
  • 47
    • 0025364397 scopus 로고
    • Comparison of thallium redistribution with rest 'reinjection' imaging for the detection of viable myocardium
    • Rocco TP, Dilsizian V, McKusick KA, Fischman AJ, Boucher CA, Strauss HW. Comparison of thallium redistribution with rest 'reinjection' imaging for the detection of viable myocardium. Am J Cardiol 1990; 66:158-163.
    • (1990) Am J Cardiol , vol.66 , pp. 158-163
    • Rocco, T.P.1    Dilsizian, V.2    McKusick, K.A.3    Fischman, A.J.4    Boucher, C.A.5    Strauss, H.W.6
  • 48
    • 0019963422 scopus 로고
    • Positron tomography with deoxyglucose for estimating local myocardial glucose metabolism
    • Ratib O, Phelps ME, Huang SC, Henze E, Selin CE, Schelbert HR. Positron tomography with deoxyglucose for estimating local myocardial glucose metabolism. J Nucl Med 1982; 23:577-586.
    • (1982) J Nucl Med , vol.23 , pp. 577-586
    • Ratib, O.1    Phelps, M.E.2    Huang, S.C.3    Henze, E.4    Selin, C.E.5    Schelbert, H.R.6
  • 49
    • 0032126318 scopus 로고    scopus 로고
    • T wave normalization in infarct-related electrocardiographic leads during exercise testing for detection of residual viability: Comparison with positron emission tomography
    • Mobilia G, Zanco P, Desideri A, Neri G, Alitto F, Suzzi G, et al. T wave normalization in infarct-related electrocardiographic leads during exercise testing for detection of residual viability: comparison with positron emission tomography. J Am Coll Cardiol 1998; 32:75-82.
    • (1998) J Am Coll Cardiol , vol.32 , pp. 75-82
    • Mobilia, G.1    Zanco, P.2    Desideri, A.3    Neri, G.4    Alitto, F.5    Suzzi, G.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.