Skip to main content
Top
Published in: Cardiovascular Ultrasound 1/2012

Open Access 01-12-2012 | Research

Quantitative approach using multiple single parameters versus visual assessment in dobutamine stress echocardiography

Authors: Jelena Celutkiene, Diana Zakarkaite, Viktor Skorniakov, Vida Zvironaite, Virginija Grabauskiene, Jelizaveta Burca, Laura Ciparyte, Aleksandras Laucevicius

Published in: Cardiovascular Ultrasound | Issue 1/2012

Login to get access

Abstract

Background

A number of myocardial Doppler-derived velocity, strain myocardial imaging parameters (DMI) and speckle tracking imaging (STI) have been proposed for the quantification of myocardial ischemia during stress echocardiography. The purpose of the study was to identify the best single ultrasound quantitative parameter for prediction of significant coronary stenosis and compare it with visual assessment during dobutamine stress echocardiography (DSE).

Methods

Prospective analysis included data of 151 patients (age 61.8 ± 9.2) who underwent dobutamine stress echocardiography for known (n = 35) or suspected coronary artery disease (CAD) (n = 36) or symptomatic chest pain (n = 80), excluding patients with previous myocardial infarction. Systolic, post-systolic and diastolic velocities, strain and strain rate parameters were obtained at rest and at peak dobutamine challenge. Derivative markers as E'/A' ratio, post-systolic index and changes from rest to stress were calculated (98 parameters overall, predominantly longitudinal). Coronary angiography was chosen as reference method considering at least one stenosis ≥70% per patient as significant CAD. The predictive value of quantitative parameters and wall motion score index (WMSI) was obtained using logistic regression and ROC analysis.

Results

The value of single parameters discriminated as independent predictors of CAD appeared to be modest (area under the curve [AUC] ranged from 0.63 to 0.72 for 16 PW-DMI, 12 CC-DMI and 12 STI markers), comparing to AUC of WMSI 0.88. Sensitivity, specificity and accuracy of visual DSE evaluation was 82.4% (95%CI 77.4%; 85.2%), 92.6% (95%CI 83.4%; 97.5%) and 86.0% (95%CI 79.5%; 89.6%), respectively, Youden index 0.75. Sensitivity, specificity and accuracy of single predictors ranged from 40.0% to 93.3% (95% CI 22.7%; 99.2%), from 34.2% to 88.7% (95% CI 25.6%; 94.1%) and from 45.8% to 80.0% (95% CI 37.5%; 87.2%) respectively, Youden index ranged from 0.20 to 0.52.

Conclusions

Multiple single quantitative parameters showed limited predictive ability to identify significant coronary artery stenosis. Visual assessment of DSE appears to be more accurate than single velocity and strain/strain rate markers in the diagnosis of CAD.
Appendix
Available only for authorised users
Literature
1.
go back to reference Gaibazzi N, Rigo F, Reverberi C: Detection of coronary artery disease by combined assessment of wall motion, myocardial perfusion and coronary flow reserve: a multiparametric contrast stress-echocardiography study. J Am Soc Echocardiogr. 2010, 23: 1242-50. 10.1016/j.echo.2010.09.003CrossRefPubMed Gaibazzi N, Rigo F, Reverberi C: Detection of coronary artery disease by combined assessment of wall motion, myocardial perfusion and coronary flow reserve: a multiparametric contrast stress-echocardiography study. J Am Soc Echocardiogr. 2010, 23: 1242-50. 10.1016/j.echo.2010.09.003CrossRefPubMed
2.
go back to reference Kowalski M, Herregods MC, Herbots L, Weidemann F, Simmons L, Strotmann J, Dommke C, D'hooge J, Claus P, Bijnens B, Hatle L, Sutherland GR: The feasibility of ultrasonic regional strain and strain rate imaging in quantifying dobutamine stress echocardiography. Eur J Echocardiogr. 2003, 4: 81-91. 10.1053/euje.4.2.81CrossRefPubMed Kowalski M, Herregods MC, Herbots L, Weidemann F, Simmons L, Strotmann J, Dommke C, D'hooge J, Claus P, Bijnens B, Hatle L, Sutherland GR: The feasibility of ultrasonic regional strain and strain rate imaging in quantifying dobutamine stress echocardiography. Eur J Echocardiogr. 2003, 4: 81-91. 10.1053/euje.4.2.81CrossRefPubMed
3.
go back to reference Davidavicius G, Kowalski M, Williams RI, D’Hooge J, Di Salvo G, Pierre-Justin G, Claus P, Rademakers F, Herregods MC, Fraser AG, Piérard LA, Bijnens B, Sutherland GR: Can regional strain and strain rate measurement be performed during both dobutamine and exercise echocardiography, and do regional deformation responses differ with different forms of stress testing?. J Am Soc Echocardiogr. 2003, 16: 299-308. 10.1016/S0894-7317(02)74428-3CrossRefPubMed Davidavicius G, Kowalski M, Williams RI, D’Hooge J, Di Salvo G, Pierre-Justin G, Claus P, Rademakers F, Herregods MC, Fraser AG, Piérard LA, Bijnens B, Sutherland GR: Can regional strain and strain rate measurement be performed during both dobutamine and exercise echocardiography, and do regional deformation responses differ with different forms of stress testing?. J Am Soc Echocardiogr. 2003, 16: 299-308. 10.1016/S0894-7317(02)74428-3CrossRefPubMed
4.
go back to reference Hanekom L, Cho GY, Leano R, Jeffriess L, Marwick TH: Comparison of two-dimensional speckle and tissue Doppler strain measurement during dobutamine stress echocardiography: an angiographic correlation. Eur Heart J. 2007, 28: 1765-72. 10.1093/eurheartj/ehm188CrossRefPubMed Hanekom L, Cho GY, Leano R, Jeffriess L, Marwick TH: Comparison of two-dimensional speckle and tissue Doppler strain measurement during dobutamine stress echocardiography: an angiographic correlation. Eur Heart J. 2007, 28: 1765-72. 10.1093/eurheartj/ehm188CrossRefPubMed
5.
go back to reference Celutkiene J, Sutherland G, Laucevicius A, Zakarkaite D, Rudys A, Grabauskiene V: Is post-systolic motion the optimal ultrasound parameter to detect induced ischaemia during dobutamine stress echocardiography?. Eur Heart J. 2004, 25: 932-42. 10.1016/j.ehj.2004.04.005CrossRefPubMed Celutkiene J, Sutherland G, Laucevicius A, Zakarkaite D, Rudys A, Grabauskiene V: Is post-systolic motion the optimal ultrasound parameter to detect induced ischaemia during dobutamine stress echocardiography?. Eur Heart J. 2004, 25: 932-42. 10.1016/j.ehj.2004.04.005CrossRefPubMed
6.
go back to reference Yamada E, Garcia M, Thomas JD, Marwick TH: Myocardial Doppler velocity imaging – a quantitative technique for interpretation of dobutamine echocardiography. Am J Cardiol. 1998, 82 (6): 806-9. 10.1016/S0002-9149(98)00447-0CrossRefPubMed Yamada E, Garcia M, Thomas JD, Marwick TH: Myocardial Doppler velocity imaging – a quantitative technique for interpretation of dobutamine echocardiography. Am J Cardiol. 1998, 82 (6): 806-9. 10.1016/S0002-9149(98)00447-0CrossRefPubMed
7.
go back to reference von Bibra H, Tuchnitz A, Klein A, Schneider-Eicke J, Schömig A, Schwaiger M: Regional diastolic function by pulsed Doppler myocardial mapping for the detection of left ventricular ischemia during pharmacologic stress testing: a comparison with stress echocardiography and perfusion scintigraphy. J Am Coll Cardiol. 2000, 36: 444-52. 10.1016/S0735-1097(00)00735-XCrossRefPubMed von Bibra H, Tuchnitz A, Klein A, Schneider-Eicke J, Schömig A, Schwaiger M: Regional diastolic function by pulsed Doppler myocardial mapping for the detection of left ventricular ischemia during pharmacologic stress testing: a comparison with stress echocardiography and perfusion scintigraphy. J Am Coll Cardiol. 2000, 36: 444-52. 10.1016/S0735-1097(00)00735-XCrossRefPubMed
8.
go back to reference Ilic MD, Ilic S, Petrovic D, Ilic B, Djordjevic D: Index of postsystolic motion as a marker of the severity of stress induced myocardial ischaemia [abstract]. Eur Heart J. 2002, 4: s655-10.1016/S1388-9842(02)00160-5.CrossRef Ilic MD, Ilic S, Petrovic D, Ilic B, Djordjevic D: Index of postsystolic motion as a marker of the severity of stress induced myocardial ischaemia [abstract]. Eur Heart J. 2002, 4: s655-10.1016/S1388-9842(02)00160-5.CrossRef
9.
go back to reference Jamal F, Strotmann J, Weidemann F, Kukulski T, D’hooge J, Bijnens B, Van de Werf F, De Scheerder I, Sutherland GR: Noninvasive quantification of the contractile reserve of stunned myocardium by ultrasonic strain rate and strain. Circulation. 2001, 104: 1059-65. 10.1161/hc3501.093818CrossRefPubMed Jamal F, Strotmann J, Weidemann F, Kukulski T, D’hooge J, Bijnens B, Van de Werf F, De Scheerder I, Sutherland GR: Noninvasive quantification of the contractile reserve of stunned myocardium by ultrasonic strain rate and strain. Circulation. 2001, 104: 1059-65. 10.1161/hc3501.093818CrossRefPubMed
10.
go back to reference Jamal F, Kukulski T, Strotmann JM, Szilard M, D’hooge J, Bijnens B, Rademakers F, Hatle L, De Scheerder I, Sutherland GR: Quantitation of the spectrum of changes in regional myocardial function during acute ischemia in closed chest pigs: an ultrasonic strain rate and strain study. J Am Soc Echocardiogr. 2001, 14: 874-84. 10.1067/mje.2001.112037CrossRefPubMed Jamal F, Kukulski T, Strotmann JM, Szilard M, D’hooge J, Bijnens B, Rademakers F, Hatle L, De Scheerder I, Sutherland GR: Quantitation of the spectrum of changes in regional myocardial function during acute ischemia in closed chest pigs: an ultrasonic strain rate and strain study. J Am Soc Echocardiogr. 2001, 14: 874-84. 10.1067/mje.2001.112037CrossRefPubMed
11.
go back to reference Voigt J-U, Exner B, Schmiedehausen K, Huchzermeuer C, Reulbach U, Nixdorff U, Platsch G, Kuwert T, Daniel WG, Flachskampf FA: Strain-Rate Imaging During Dobutamine Stress Echocardiography Provides Objective Evidence of Inducible Ischemia. Circulation. 2003, 107: 2120-6. 10.1161/01.CIR.0000065249.69988.AACrossRefPubMed Voigt J-U, Exner B, Schmiedehausen K, Huchzermeuer C, Reulbach U, Nixdorff U, Platsch G, Kuwert T, Daniel WG, Flachskampf FA: Strain-Rate Imaging During Dobutamine Stress Echocardiography Provides Objective Evidence of Inducible Ischemia. Circulation. 2003, 107: 2120-6. 10.1161/01.CIR.0000065249.69988.AACrossRefPubMed
12.
go back to reference Armstrong G, Pasquet A, Fukamachi K, Cardon L, Olstad B, Marwick T: Use of peak systolic strain as an index of regional left ventricular function: comparison with tissue Doppler velocity during dobutamine stress and myocardial ischemia. J Am Soc Echocardiogr. 2000, 13 (8): 731-7. 10.1067/mje.2000.105912CrossRefPubMed Armstrong G, Pasquet A, Fukamachi K, Cardon L, Olstad B, Marwick T: Use of peak systolic strain as an index of regional left ventricular function: comparison with tissue Doppler velocity during dobutamine stress and myocardial ischemia. J Am Soc Echocardiogr. 2000, 13 (8): 731-7. 10.1067/mje.2000.105912CrossRefPubMed
13.
go back to reference Yip G, Khandheria B, Belohlavek M, Pislaru C, Seward J, Bailey K, Tajik AJ, Pellikka P, Abraham T: Strain echocardiography tracks dobutamine-induced decrease in regional myocardial perfusion in nonocclusive coronary stenosis. J Am Coll Cardiol. 2004, 44: 1664-71. 10.1016/j.jacc.2004.02.065CrossRefPubMed Yip G, Khandheria B, Belohlavek M, Pislaru C, Seward J, Bailey K, Tajik AJ, Pellikka P, Abraham T: Strain echocardiography tracks dobutamine-induced decrease in regional myocardial perfusion in nonocclusive coronary stenosis. J Am Coll Cardiol. 2004, 44: 1664-71. 10.1016/j.jacc.2004.02.065CrossRefPubMed
14.
go back to reference Sicari R, Nihoyannopoulos P, Evangelista A, Kasprzak J, Lancellotti P, Poldermans D, Voigt J-U: Zamorano JL on behalf of the European Association of Echocardiography: Stress echocardiography expert consensus statement. Eur J Echocardiography. 2008, 9: 417-437. 10.1093/ejechocard/jen024.CrossRef Sicari R, Nihoyannopoulos P, Evangelista A, Kasprzak J, Lancellotti P, Poldermans D, Voigt J-U: Zamorano JL on behalf of the European Association of Echocardiography: Stress echocardiography expert consensus statement. Eur J Echocardiography. 2008, 9: 417-437. 10.1093/ejechocard/jen024.CrossRef
15.
go back to reference Aase SA, Björk-Ingul C, Thorstensen A, Torp H, Støylen A: Aortic valve closure: relation to tissue velocities by Doppler and speckle tracking in patients with infarction and at high heart rates. Echocardiography. 2010, 27: 363-9. 10.1111/j.1540-8175.2009.01025.xCrossRefPubMed Aase SA, Björk-Ingul C, Thorstensen A, Torp H, Støylen A: Aortic valve closure: relation to tissue velocities by Doppler and speckle tracking in patients with infarction and at high heart rates. Echocardiography. 2010, 27: 363-9. 10.1111/j.1540-8175.2009.01025.xCrossRefPubMed
16.
go back to reference Haug G: Stress echocardiography. 222-Steinkopff Verlag, Darmstadt, 2, 1998. Haug G: Stress echocardiography. 222-Steinkopff Verlag, Darmstadt, 2, 1998.
17.
go back to reference Lang RM, Bierig M, Devereux RB, Flachskampf FA, Foster E, Pellikka PA, Picard MH, Roman MJ, Seward J, Shanewise JS, Solomon SD, Spencer KT, Sutton MS, Stewart WJ: Recommendations for Chamber Quantification: A Report from the American Society of Echocardiography’s Guidelines and Standards Committee. J Am Soc Echocardiogr. 2005, 18: 1440-63. 10.1016/j.echo.2005.10.005CrossRefPubMed Lang RM, Bierig M, Devereux RB, Flachskampf FA, Foster E, Pellikka PA, Picard MH, Roman MJ, Seward J, Shanewise JS, Solomon SD, Spencer KT, Sutton MS, Stewart WJ: Recommendations for Chamber Quantification: A Report from the American Society of Echocardiography’s Guidelines and Standards Committee. J Am Soc Echocardiogr. 2005, 18: 1440-63. 10.1016/j.echo.2005.10.005CrossRefPubMed
19.
go back to reference Edvardsen T, Skulstad H, Aakhus S, Urheim S, Ihlen H: Regional myocardial systolic function during acute myocardial ischemia assessed by strain doppler echocardiography. J Am Coll Cardiol. 2001, 37: 726-30. 10.1016/S0735-1097(00)01160-8CrossRefPubMed Edvardsen T, Skulstad H, Aakhus S, Urheim S, Ihlen H: Regional myocardial systolic function during acute myocardial ischemia assessed by strain doppler echocardiography. J Am Coll Cardiol. 2001, 37: 726-30. 10.1016/S0735-1097(00)01160-8CrossRefPubMed
20.
go back to reference Bogaert J, Rademakers FE: Regional nonuniformity of normal adult human left ventricle. Am J Physiol Heart Circ Physiol. 2001, 280: H610-20.PubMed Bogaert J, Rademakers FE: Regional nonuniformity of normal adult human left ventricle. Am J Physiol Heart Circ Physiol. 2001, 280: H610-20.PubMed
21.
go back to reference Serri K, Reant P, Lafitte M, Berhouet M, Le Bouffos V, Roudaut R, Lafitte S: Global and regional myocardial function quantification by two-dimensional strain: application in hypertrophic cardiomyopathy. J Am Coll Cardiol. 2006, 47: 1175-81. 10.1016/j.jacc.2005.10.061CrossRefPubMed Serri K, Reant P, Lafitte M, Berhouet M, Le Bouffos V, Roudaut R, Lafitte S: Global and regional myocardial function quantification by two-dimensional strain: application in hypertrophic cardiomyopathy. J Am Coll Cardiol. 2006, 47: 1175-81. 10.1016/j.jacc.2005.10.061CrossRefPubMed
22.
go back to reference Mädler CF, Payne N, Wilkenshoff U, Cohen A, Derumeaux GA, Piérard LA, Engvall J, Brodin LA, Sutherland GR: Fraser AG for the MYDISE Study Investigators: Non-invasive diagnosis of coronary artery disease by quantitative stress echocardiography: optimal diagnostic models using off-line tissue Doppler in the MYDISE study. Eur Heart J. 2003, 24: 1584-94. 10.1016/S0195-668X(03)00099-XCrossRefPubMed Mädler CF, Payne N, Wilkenshoff U, Cohen A, Derumeaux GA, Piérard LA, Engvall J, Brodin LA, Sutherland GR: Fraser AG for the MYDISE Study Investigators: Non-invasive diagnosis of coronary artery disease by quantitative stress echocardiography: optimal diagnostic models using off-line tissue Doppler in the MYDISE study. Eur Heart J. 2003, 24: 1584-94. 10.1016/S0195-668X(03)00099-XCrossRefPubMed
23.
go back to reference Katz WE, Gulati VK, Mahler CM, Gorcsan J: Quantitaive evaluation of the segmental left ventricular response to dobutamine stress by tissue Doppler echocardiography. Am J Cardiol. 1997, 79: 1036-42. 10.1016/S0002-9149(97)00043-XCrossRefPubMed Katz WE, Gulati VK, Mahler CM, Gorcsan J: Quantitaive evaluation of the segmental left ventricular response to dobutamine stress by tissue Doppler echocardiography. Am J Cardiol. 1997, 79: 1036-42. 10.1016/S0002-9149(97)00043-XCrossRefPubMed
24.
go back to reference Garcia-Fernandez MA, Azevedo J, Moreno M, Bermejo J, Moreno R: Regional left ventricular diastolic dysfunction evaluated by pulsed-tissue Doppler echocardiography. Echocardiography. 1999, 16: 491-500. 10.1111/j.1540-8175.1999.tb00096.xCrossRefPubMed Garcia-Fernandez MA, Azevedo J, Moreno M, Bermejo J, Moreno R: Regional left ventricular diastolic dysfunction evaluated by pulsed-tissue Doppler echocardiography. Echocardiography. 1999, 16: 491-500. 10.1111/j.1540-8175.1999.tb00096.xCrossRefPubMed
25.
go back to reference Ishii K, Imai M, Suyama T, Maenaka M, Nagai T, Kawanami M, Seino Y: Exercise-induced post-ischemic left ventricular delayed relaxation or diastolic stunning. is it a reliable marker in detecting coronary artery disease?. J Am Coll Cardiol. 2009, 53: 698-705. 10.1016/j.jacc.2008.09.057CrossRefPubMed Ishii K, Imai M, Suyama T, Maenaka M, Nagai T, Kawanami M, Seino Y: Exercise-induced post-ischemic left ventricular delayed relaxation or diastolic stunning. is it a reliable marker in detecting coronary artery disease?. J Am Coll Cardiol. 2009, 53: 698-705. 10.1016/j.jacc.2008.09.057CrossRefPubMed
26.
go back to reference Ishii K, Miwa K, Sakurai T, Kataoka K, Imai M, Kintaka A, Aoyama T, Kawanami M: Detection of post-ischemic regional left ventricular delayed outward wall motion or diastolic stunning after exercise-induced ischemia in patients with stable effort angina by using color kinesis. J Am Soc Echocardiogr. 2008, 21: 309-14. 10.1016/j.echo.2007.10.006CrossRefPubMed Ishii K, Miwa K, Sakurai T, Kataoka K, Imai M, Kintaka A, Aoyama T, Kawanami M: Detection of post-ischemic regional left ventricular delayed outward wall motion or diastolic stunning after exercise-induced ischemia in patients with stable effort angina by using color kinesis. J Am Soc Echocardiogr. 2008, 21: 309-14. 10.1016/j.echo.2007.10.006CrossRefPubMed
27.
go back to reference Greenberg NL, Firstenberg MS, Castro PL, Main M, Travaglini A, Odabashian JA, Drinko JK, Rodriguez LL, Thomas JD, Garcia MJ: Doppler-derived myocardial systolic strain rate is a strong index of left ventricular contractility. Circulation. 2002, 105: 99-105. 10.1161/hc0102.101396CrossRefPubMed Greenberg NL, Firstenberg MS, Castro PL, Main M, Travaglini A, Odabashian JA, Drinko JK, Rodriguez LL, Thomas JD, Garcia MJ: Doppler-derived myocardial systolic strain rate is a strong index of left ventricular contractility. Circulation. 2002, 105: 99-105. 10.1161/hc0102.101396CrossRefPubMed
28.
go back to reference Cain P, Baglin T, Case C, Spicer D, Short L, Marwick TH: Application of tissue Doppler to interpretation of dobutamine echocardiography and comparison with quantitative coronary angiography. Am J Cardiol. 2001, 87: 525-531. 10.1016/S0002-9149(00)01425-9CrossRefPubMed Cain P, Baglin T, Case C, Spicer D, Short L, Marwick TH: Application of tissue Doppler to interpretation of dobutamine echocardiography and comparison with quantitative coronary angiography. Am J Cardiol. 2001, 87: 525-531. 10.1016/S0002-9149(00)01425-9CrossRefPubMed
29.
go back to reference Argyle RA, Ray SG: Stress and strain: double trouble or useful tool?. Eur J Echocardiography. 2009, 10 (6): 716-22. 10.1093/ejechocard/jep066.CrossRef Argyle RA, Ray SG: Stress and strain: double trouble or useful tool?. Eur J Echocardiography. 2009, 10 (6): 716-22. 10.1093/ejechocard/jep066.CrossRef
30.
go back to reference Sicari R: Relevance of tissue Doppler in the quantification of stress chocardiography for the detection of myocardial ischemia in clinical practice. Cardiovasc Ultrasound. 2005, 3: 2- 10.1186/1476-7120-3-2CrossRefPubMedPubMedCentral Sicari R: Relevance of tissue Doppler in the quantification of stress chocardiography for the detection of myocardial ischemia in clinical practice. Cardiovasc Ultrasound. 2005, 3: 2- 10.1186/1476-7120-3-2CrossRefPubMedPubMedCentral
31.
go back to reference Douglas PS, Garcia MJ, Haines DE, Lai WW, Manning WJ, Patel AR, Picard MH, Polk DM, Ragosta M, Ward RP, Weiner RB: ACCF/ASE/AHA/ASNC/HFSA/HRS/SCAI/SCCM/SCCT/SCMR 2011 Appropriate Use Criteria for Echocardiography. J Am Soc Echocardiogr. 2011, 24: 229-67.CrossRefPubMed Douglas PS, Garcia MJ, Haines DE, Lai WW, Manning WJ, Patel AR, Picard MH, Polk DM, Ragosta M, Ward RP, Weiner RB: ACCF/ASE/AHA/ASNC/HFSA/HRS/SCAI/SCCM/SCCT/SCMR 2011 Appropriate Use Criteria for Echocardiography. J Am Soc Echocardiogr. 2011, 24: 229-67.CrossRefPubMed
32.
go back to reference Mor-Avi V, Lang RM, Badano LP, Belohlavek M, Cardim NM, Derumeaux G, Galderisi M, Marwick T, Nagueh SF, Sengupta PP, Sicari R, Smiseth OA, Smulevitz B, Takeuchi M, Thomas JD, Vannan M, Voigt J-U, Zamorano JL: Current and Evolving Echocardiographic Techniques for the Quantitative Evaluation of Cardiac Mechanics: ASE/EAE Consensus Statement on Methodology and Indications. J Am Soc Echocardiogr. 2011, 24: 277-313. 10.1016/j.echo.2011.01.015CrossRefPubMed Mor-Avi V, Lang RM, Badano LP, Belohlavek M, Cardim NM, Derumeaux G, Galderisi M, Marwick T, Nagueh SF, Sengupta PP, Sicari R, Smiseth OA, Smulevitz B, Takeuchi M, Thomas JD, Vannan M, Voigt J-U, Zamorano JL: Current and Evolving Echocardiographic Techniques for the Quantitative Evaluation of Cardiac Mechanics: ASE/EAE Consensus Statement on Methodology and Indications. J Am Soc Echocardiogr. 2011, 24: 277-313. 10.1016/j.echo.2011.01.015CrossRefPubMed
Metadata
Title
Quantitative approach using multiple single parameters versus visual assessment in dobutamine stress echocardiography
Authors
Jelena Celutkiene
Diana Zakarkaite
Viktor Skorniakov
Vida Zvironaite
Virginija Grabauskiene
Jelizaveta Burca
Laura Ciparyte
Aleksandras Laucevicius
Publication date
01-12-2012
Publisher
BioMed Central
Published in
Cardiovascular Ultrasound / Issue 1/2012
Electronic ISSN: 1476-7120
DOI
https://doi.org/10.1186/1476-7120-10-31

Other articles of this Issue 1/2012

Cardiovascular Ultrasound 1/2012 Go to the issue