Skip to main content
Top
Published in: Journal of Nuclear Cardiology 3/2013

01-06-2013 | Original Article

Quantitative assessment of cardiac mechanical synchrony using equilibrium radionuclide angiography

Authors: Harmandeep Singh, MD, Abhinav Singhal, MD, Punit Sharma, MD, Chetan D. Patel, MD, Sandeep Seth, DM, Arun Malhotra, PhD

Published in: Journal of Nuclear Cardiology | Issue 3/2013

Login to get access

Abstract

Background

Data on normal parameters of cardiac mechanical synchrony is limited, variable and obtained from small cohorts till date. In most studies, software used for such assessment has not been mentioned. The aim of study is to establish normal values of mechanical synchrony with equilibrium radionuclide angiography (ERNA) in a larger population using commercially available software.

Methods

We retrospectively analysed ERNA studies of 108 patients having low pretest likelihood of coronary artery disease, no known history of cardiac disease, normal electrocardiogram and whose ERNA studies were considered normal by experienced observers. In addition, ten patients diagnosed with dilated cardiomyopathy (DCM) and having LVEF ≤ 40% underwent ERNA. Fourier first harmonic analysis of phase images was used to quantify synchrony parameters using commercially available software (XT-ERNA). Intraventricular synchrony for each ventricle was measured as the standard deviation of the LV and RV mean phase angles (SD LVmPA and SD RVmPA, respectively). Interventricular synchrony was measured as LV-RVmPA. Absolute interventricular delay was calculated as absolute difference between LV and RVmPA (without considering ± sign). All variables were expressed in milliseconds (ms) and degree (°). Intra-observer and inter-observer variabilities were assessed. Cut-off values for parameters were calculated from the normal database, and validated against patient group.

Results

On phase analysis, LVmPA was observed to be 343 ± 48.5 milliseconds (174.7° ± 18.5°), SD LVmPA was 16.3 ± 5.4 milliseconds (8.2° ± 2.5°), RVmPA was 339 ± 50.4 milliseconds (171.8° ± 18.5°) and SD RVmPA was 37.3 ± 15.7 milliseconds (18.7° ± 7.2°). LV-RVmPA was observed to be 3.9 ± 21.7 milliseconds (2.9° ± 9.6°) and absolute interventricular delay was 16.3 ± 14.8 milliseconds (7.9° ± 6.1°). The cut-off values for the presence of dyssynchrony were estimated as SD LVmPA > 27.1 milliseconds (>13.2°), SD RVmPA > 68.7 milliseconds (>33.1°) and LV-RVmPA > 47.3 milliseconds (>22.1°). There was no statistically significant intra-observer or inter-observer variability. Using these cut offs, 9 patients with DCM showed the presence of left intraventricular dyssynchrony, 5 had right intraventricular dyssynchrony and 2 had interventricular dyssynchrony.

Conclusions

ERNA phase analysis offers an objective and reproducible tool to quantify cardiac mechanical synchrony using commercially available software and can be used in routine clinical practice to assess mechanical dyssynchrony.
Literature
1.
go back to reference Roger VL, Go AS, Lloyd-Jones DM, Adams RJ, Berry JD, Brown TM, et al. Heart disease and stroke statistics-2011 update: A report from the American Heart Association. Circulation 2011;123:e18-209.PubMedCrossRef Roger VL, Go AS, Lloyd-Jones DM, Adams RJ, Berry JD, Brown TM, et al. Heart disease and stroke statistics-2011 update: A report from the American Heart Association. Circulation 2011;123:e18-209.PubMedCrossRef
2.
go back to reference Cazeau S, Leclercq C, Lavergene T, Walker S, Varma C, Linde C, et al. Effects of multisite biventricular pacing in patients with heart failure and interventricular conduction delay. N Engl J Med 2001;344:873-80.PubMedCrossRef Cazeau S, Leclercq C, Lavergene T, Walker S, Varma C, Linde C, et al. Effects of multisite biventricular pacing in patients with heart failure and interventricular conduction delay. N Engl J Med 2001;344:873-80.PubMedCrossRef
3.
go back to reference Cleland JGF, Daubert JC, Erdmann E, Freemantle N, Gras D, Kappenberger L, et al. For the cardiac resynchronization-heart failure (CARE-HF) study investigators. The effect of cardiac resynchronization on morbidity and mortality in heart failure. N Engl J Med 2005;352:1539-49.PubMedCrossRef Cleland JGF, Daubert JC, Erdmann E, Freemantle N, Gras D, Kappenberger L, et al. For the cardiac resynchronization-heart failure (CARE-HF) study investigators. The effect of cardiac resynchronization on morbidity and mortality in heart failure. N Engl J Med 2005;352:1539-49.PubMedCrossRef
4.
go back to reference Bristow MR, Saxon LA, Boehmer J, Krueger S, Kass D, De Marco T, et al. For the comparison of medical therapy, pacing and defibrillation in heart failure (COMPANION) investigators. Cardiac resynchronization therapy with or without an implantable defibrillator in advanced heart failure. N Engl J Med 2004;350:2140-50.PubMedCrossRef Bristow MR, Saxon LA, Boehmer J, Krueger S, Kass D, De Marco T, et al. For the comparison of medical therapy, pacing and defibrillation in heart failure (COMPANION) investigators. Cardiac resynchronization therapy with or without an implantable defibrillator in advanced heart failure. N Engl J Med 2004;350:2140-50.PubMedCrossRef
5.
go back to reference Epstein AE, DiMarco JP, Ellenbogen KA, et al. ACC/AHA/HRS 2008 guidelines for device-based therapy of cardiac rhythm abnormalities: A report of the American College of Cardiology/American Heart Association Task Force on Practice Guidelines (writing committee to revise the ACC/AHA/NASPE 2002 guideline update for implantation of cardiac pacemakers and antiarrhythmia devices): Developed in collaboration with the American Association for Thoracic Surgery and Society of Thoracic Surgeons. Circulation 2008;117:e350-408.PubMedCrossRef Epstein AE, DiMarco JP, Ellenbogen KA, et al. ACC/AHA/HRS 2008 guidelines for device-based therapy of cardiac rhythm abnormalities: A report of the American College of Cardiology/American Heart Association Task Force on Practice Guidelines (writing committee to revise the ACC/AHA/NASPE 2002 guideline update for implantation of cardiac pacemakers and antiarrhythmia devices): Developed in collaboration with the American Association for Thoracic Surgery and Society of Thoracic Surgeons. Circulation 2008;117:e350-408.PubMedCrossRef
6.
go back to reference Abraham WT, Fisher WG, Smith AL, et al. Cardiac resynchronization in chronic heart failure. N Engl J Med 2002;346:1845-53.PubMedCrossRef Abraham WT, Fisher WG, Smith AL, et al. Cardiac resynchronization in chronic heart failure. N Engl J Med 2002;346:1845-53.PubMedCrossRef
7.
go back to reference Young JB, Abraham WT, Smith AL, et al. Combined cardiac resynchronization and implantable cardioversion defibrillation in advanced chronic heart failure: The MIRACLE ICD trial. JAMA 2003;289:2685-94.PubMedCrossRef Young JB, Abraham WT, Smith AL, et al. Combined cardiac resynchronization and implantable cardioversion defibrillation in advanced chronic heart failure: The MIRACLE ICD trial. JAMA 2003;289:2685-94.PubMedCrossRef
8.
go back to reference Bax JJ, Van der Wall EE, Schalij MJ. Cardiac resynchronization therapy for heart failure. N Engl J Med 2002;347:1803-4.PubMedCrossRef Bax JJ, Van der Wall EE, Schalij MJ. Cardiac resynchronization therapy for heart failure. N Engl J Med 2002;347:1803-4.PubMedCrossRef
9.
go back to reference Bax JJ, Bleeker GB, Marwick TH, et al. Left ventricular dyssynchrony predicts response and prognosis after cardiac resynchronization therapy. J Am Coll Cardiol 2004;44:1834-40.PubMedCrossRef Bax JJ, Bleeker GB, Marwick TH, et al. Left ventricular dyssynchrony predicts response and prognosis after cardiac resynchronization therapy. J Am Coll Cardiol 2004;44:1834-40.PubMedCrossRef
10.
go back to reference Leclercq C, Faris O, Tunin R, et al. Systolic improvement and mechanical resynchronization does not require electrical synchrony in the dilated failing heart with left bundle-branch block. Circulation 2002;106:1760-3.PubMedCrossRef Leclercq C, Faris O, Tunin R, et al. Systolic improvement and mechanical resynchronization does not require electrical synchrony in the dilated failing heart with left bundle-branch block. Circulation 2002;106:1760-3.PubMedCrossRef
11.
go back to reference Achilli A, Sassara M, Ficili S, et al. Long-term effectiveness of cardiac resynchronization therapy in patients with refractory heart failure and “narrow” QRS. J Am Coll Cardiol 2003;42:2117-24.PubMedCrossRef Achilli A, Sassara M, Ficili S, et al. Long-term effectiveness of cardiac resynchronization therapy in patients with refractory heart failure and “narrow” QRS. J Am Coll Cardiol 2003;42:2117-24.PubMedCrossRef
12.
go back to reference Mollema SA, Bleeker GB, Van der Wall EE, et al. Usefulness of QRS duration to predict response to cardiac resynchronization therapy in patients with end-stage heart failure. Am J Cardiol 2007;100:1665-70.PubMedCrossRef Mollema SA, Bleeker GB, Van der Wall EE, et al. Usefulness of QRS duration to predict response to cardiac resynchronization therapy in patients with end-stage heart failure. Am J Cardiol 2007;100:1665-70.PubMedCrossRef
13.
go back to reference AlJaroudi W, Koneru J, Heo J, Iskandrian AE. Impact of ischemia on left ventricular dyssynchrony by phase analysis of gated single photon emission computed tomography myocardial perfusion imaging. J Nucl Cardiol 2011;18:36-42.PubMedCrossRef AlJaroudi W, Koneru J, Heo J, Iskandrian AE. Impact of ischemia on left ventricular dyssynchrony by phase analysis of gated single photon emission computed tomography myocardial perfusion imaging. J Nucl Cardiol 2011;18:36-42.PubMedCrossRef
14.
go back to reference Pitzalis MV, Iacoviello M, Romito R, Massari F, Rizzon B, Luzzi G, et al. Cardiac resynchronization therapy tailored by echocardiographic evaluation of ventricular asynchrony. J Am Coll Cardiol 2002;40:1615-22.PubMedCrossRef Pitzalis MV, Iacoviello M, Romito R, Massari F, Rizzon B, Luzzi G, et al. Cardiac resynchronization therapy tailored by echocardiographic evaluation of ventricular asynchrony. J Am Coll Cardiol 2002;40:1615-22.PubMedCrossRef
15.
go back to reference Yu CM, Fung JW, Zhang Q, Chan CK, Chan YS, Lin H, et al. Tissue Doppler imaging is superior to strain rate imaging and postsystolic shortening on the prediction of reverse remodeling in both ischemic and nonischemic heart failure after cardiac resynchronization therapy. Circulation 2004;110:66-73.PubMedCrossRef Yu CM, Fung JW, Zhang Q, Chan CK, Chan YS, Lin H, et al. Tissue Doppler imaging is superior to strain rate imaging and postsystolic shortening on the prediction of reverse remodeling in both ischemic and nonischemic heart failure after cardiac resynchronization therapy. Circulation 2004;110:66-73.PubMedCrossRef
16.
go back to reference Koos R, Neizel M, Schummers G, Krombach GA, Stanzel S, Gunther RW, et al. Feasibility and initial experience of assessment of mechanical dyssynchrony using cardiovascular magnetic resonance and semi-automatic border detection. J Cardiovasc Magn Reson 2008;10:49.PubMedCrossRef Koos R, Neizel M, Schummers G, Krombach GA, Stanzel S, Gunther RW, et al. Feasibility and initial experience of assessment of mechanical dyssynchrony using cardiovascular magnetic resonance and semi-automatic border detection. J Cardiovasc Magn Reson 2008;10:49.PubMedCrossRef
17.
go back to reference Kerwin WF, Botvinick EH, O’Connell JW, et al. Ventricular contraction abnormalities in dilated cardiomyopathy: Effect of biventricular pacing to correct interventricular dyssynchrony. J Am Coll Cardiol 2000;35:1221-7.PubMedCrossRef Kerwin WF, Botvinick EH, O’Connell JW, et al. Ventricular contraction abnormalities in dilated cardiomyopathy: Effect of biventricular pacing to correct interventricular dyssynchrony. J Am Coll Cardiol 2000;35:1221-7.PubMedCrossRef
18.
go back to reference Chen J, Garcia EV, Folks RD, Cooke CD, Faber TL, Tauxe EL, et al. Onset of left ventricular mechanical contraction as determined by phase analysis of ECG-gated myocardial perfusion SPECT imaging: Development of a diagnostic tool for assessment of cardiac mechanical dyssynchrony. J Nucl Cardiol 2005;12:687-95.PubMedCrossRef Chen J, Garcia EV, Folks RD, Cooke CD, Faber TL, Tauxe EL, et al. Onset of left ventricular mechanical contraction as determined by phase analysis of ECG-gated myocardial perfusion SPECT imaging: Development of a diagnostic tool for assessment of cardiac mechanical dyssynchrony. J Nucl Cardiol 2005;12:687-95.PubMedCrossRef
19.
go back to reference Chen J, Henneman MM, Trimble MA, Bax JJ, Borges-Neto S, Iskandrian AE, et al. Assessment of left ventricular mechanical dyssynchrony by phase analysis of ECG-gated SPECT myocardial perfusion imaging. J Nucl Cardiol 2008;15:127-36.PubMedCrossRef Chen J, Henneman MM, Trimble MA, Bax JJ, Borges-Neto S, Iskandrian AE, et al. Assessment of left ventricular mechanical dyssynchrony by phase analysis of ECG-gated SPECT myocardial perfusion imaging. J Nucl Cardiol 2008;15:127-36.PubMedCrossRef
20.
go back to reference Sutter JD, Murilloeclercq JM, Bax JJ, Yu CM, Gorcsan J, Sutton MJ, et al. Results of the predictors of response to CRT (PROSPECT) trial. Circulation 2008;117:2608-16.PubMedCrossRef Sutter JD, Murilloeclercq JM, Bax JJ, Yu CM, Gorcsan J, Sutton MJ, et al. Results of the predictors of response to CRT (PROSPECT) trial. Circulation 2008;117:2608-16.PubMedCrossRef
21.
go back to reference Botvinick EH. Scintigraphic blood pool and phase image analysis: The optimal tool for the evaluation of resynchronization therapy. J Nucl Cardiol 2003;10:424-8.PubMedCrossRef Botvinick EH. Scintigraphic blood pool and phase image analysis: The optimal tool for the evaluation of resynchronization therapy. J Nucl Cardiol 2003;10:424-8.PubMedCrossRef
22.
go back to reference Fauchier L, Marie O, Casset-Senon D, Babuty D, Cosnay P, Fauchier JP. Interventricular and intraventricular dyssynchrony in idiopathic dilated cardiomyopathy: A prognostic study with Fourier phase analysis of radionuclide angioscintigraphy. J Am Coll Cardiol 2002;40:2022-30.PubMedCrossRef Fauchier L, Marie O, Casset-Senon D, Babuty D, Cosnay P, Fauchier JP. Interventricular and intraventricular dyssynchrony in idiopathic dilated cardiomyopathy: A prognostic study with Fourier phase analysis of radionuclide angioscintigraphy. J Am Coll Cardiol 2002;40:2022-30.PubMedCrossRef
23.
go back to reference Toussaint JF, Lavergne T, Kerrou K, et al. Basal asynchrony and resynchronization with biventricular pacing predict long-term improvement of LV function in heart failure patients. Pacing Clin Electrophysiol 2003;26:1815-23.PubMedCrossRef Toussaint JF, Lavergne T, Kerrou K, et al. Basal asynchrony and resynchronization with biventricular pacing predict long-term improvement of LV function in heart failure patients. Pacing Clin Electrophysiol 2003;26:1815-23.PubMedCrossRef
24.
go back to reference Vallejo E, Jiménez L, Rodríguez G, Roffe F, Bialostozky D. Evaluation of ventricular synchrony with equilibrium radionuclide angiography: Assessment of variability and accuracy. Arch Med Res 2010;41:83-91.PubMedCrossRef Vallejo E, Jiménez L, Rodríguez G, Roffe F, Bialostozky D. Evaluation of ventricular synchrony with equilibrium radionuclide angiography: Assessment of variability and accuracy. Arch Med Res 2010;41:83-91.PubMedCrossRef
25.
go back to reference Marcassa C, Campini R, Verna E, Ceriani L, Giannuzzi P. Assessment of cardiac asynchrony by radionuclide phase analysis: Correlation with ventricular function in patients with narrow or prolonged QRS interval. Eur J Heart Fail 2007;9:484-90.PubMedCrossRef Marcassa C, Campini R, Verna E, Ceriani L, Giannuzzi P. Assessment of cardiac asynchrony by radionuclide phase analysis: Correlation with ventricular function in patients with narrow or prolonged QRS interval. Eur J Heart Fail 2007;9:484-90.PubMedCrossRef
26.
go back to reference Fauchier L, Marie O, Casset-Senon D, Babuty D, Cosnay P, Fauchier JP. Reliability of QRS duration and morphology on surface electrocardiogram to identify ventricular dyssynchrony in patients with idiopathic dilated cardiomyopathy. Am J Cardiol 2003;92:341-4.PubMedCrossRef Fauchier L, Marie O, Casset-Senon D, Babuty D, Cosnay P, Fauchier JP. Reliability of QRS duration and morphology on surface electrocardiogram to identify ventricular dyssynchrony in patients with idiopathic dilated cardiomyopathy. Am J Cardiol 2003;92:341-4.PubMedCrossRef
27.
go back to reference Botvinick EH, Frais M, O’Connell JW, et al. Phase image evaluation of patients with ventricular pre-excitation syndromes. J Am Coll Cardiol 1984;3:799-814.PubMedCrossRef Botvinick EH, Frais M, O’Connell JW, et al. Phase image evaluation of patients with ventricular pre-excitation syndromes. J Am Coll Cardiol 1984;3:799-814.PubMedCrossRef
28.
go back to reference Botvinick EH, Dunn R, Frais M, et al. The phase image: Its relationship to patterns of contraction and conduction. Circulation 1982;65:551-60.PubMedCrossRef Botvinick EH, Dunn R, Frais M, et al. The phase image: Its relationship to patterns of contraction and conduction. Circulation 1982;65:551-60.PubMedCrossRef
29.
go back to reference Strauss HW, Zaret BL, Hurley PJ, et al. A scintiphotographic method for measuring left ventricular ejection fraction in man without cardiac catheterization. Am J Cardiol 1971;28:575-80.PubMedCrossRef Strauss HW, Zaret BL, Hurley PJ, et al. A scintiphotographic method for measuring left ventricular ejection fraction in man without cardiac catheterization. Am J Cardiol 1971;28:575-80.PubMedCrossRef
30.
go back to reference O’Connell JW, Schreck C, Moles M, Badwar N, DeMarco T, Olgin J, et al. A unique method by which to quantitate synchrony with equilibrium radionuclide angiography. J Nucl Cardiol 2005;12:441-50.PubMedCrossRef O’Connell JW, Schreck C, Moles M, Badwar N, DeMarco T, Olgin J, et al. A unique method by which to quantitate synchrony with equilibrium radionuclide angiography. J Nucl Cardiol 2005;12:441-50.PubMedCrossRef
31.
go back to reference Wendt RE III, Murphy PH, Clark JW Jr, Burdine JA. Interpretation of multigated Fourier functional images. J Nucl Med 1982;23:715-24.PubMed Wendt RE III, Murphy PH, Clark JW Jr, Burdine JA. Interpretation of multigated Fourier functional images. J Nucl Med 1982;23:715-24.PubMed
32.
go back to reference Mancini GB, Peck WW, Slutsky RA. Analysis of phase-angle histograms from equilibrium radionuclide studies: Correlation with semiquantitative grading of wall motion. Am J Cardiol 1985;55:535-40.PubMedCrossRef Mancini GB, Peck WW, Slutsky RA. Analysis of phase-angle histograms from equilibrium radionuclide studies: Correlation with semiquantitative grading of wall motion. Am J Cardiol 1985;55:535-40.PubMedCrossRef
33.
go back to reference Le Guludec D, Slama SM, Frank R, Faraggi M, Grimon G, Bourguignon HM, et al. Evaluation of radionuclide angiography in diagnosis of arrhythmogenic right ventricular cardiomyopathy. J Am Coll Cardiol 1995;26:1476-83.PubMedCrossRef Le Guludec D, Slama SM, Frank R, Faraggi M, Grimon G, Bourguignon HM, et al. Evaluation of radionuclide angiography in diagnosis of arrhythmogenic right ventricular cardiomyopathy. J Am Coll Cardiol 1995;26:1476-83.PubMedCrossRef
34.
go back to reference Eder V, Fauchier L, Courtehoux M, Bonnet P, Babuty D. Segmental wall motion abnormality analyzed by equilibrium radionuclide angiography and improvement in ventricular function by cardiac resynchronization therapy. Pacing Clin Electrophysiol 2007;30:S58-61.PubMedCrossRef Eder V, Fauchier L, Courtehoux M, Bonnet P, Babuty D. Segmental wall motion abnormality analyzed by equilibrium radionuclide angiography and improvement in ventricular function by cardiac resynchronization therapy. Pacing Clin Electrophysiol 2007;30:S58-61.PubMedCrossRef
35.
go back to reference Burri H, Sunthorn H, Somsen A, Zaza S, Fleury E, Shah D, et al. Optimizing sequential biventricular pacing using radionuclide ventriculography. Heart Rhythm 2005;2:960-5.PubMedCrossRef Burri H, Sunthorn H, Somsen A, Zaza S, Fleury E, Shah D, et al. Optimizing sequential biventricular pacing using radionuclide ventriculography. Heart Rhythm 2005;2:960-5.PubMedCrossRef
36.
go back to reference Botvinick E, Davis J, Dae M, O’Connell J, Schechtmann N, Abbott J, et al. Localization of ventricular tachycardia exit site and subsequent contraction sequence and functional effects with bedside radionuclide angiography. J Am Coll Cardiol Imaging 2008;1:605-13.CrossRef Botvinick E, Davis J, Dae M, O’Connell J, Schechtmann N, Abbott J, et al. Localization of ventricular tachycardia exit site and subsequent contraction sequence and functional effects with bedside radionuclide angiography. J Am Coll Cardiol Imaging 2008;1:605-13.CrossRef
37.
go back to reference Sharma G, Singh H, Patel C, Ray A, Sharma P, Bahl VK. Short term effect of right ventricular outflow tract compared with conventional apical pacing on left ventricular function and synchrony in patients with normal baseline cardiac function (Abstract). Pacing Clin Electrophysiol 2011;34:1342. Sharma G, Singh H, Patel C, Ray A, Sharma P, Bahl VK. Short term effect of right ventricular outflow tract compared with conventional apical pacing on left ventricular function and synchrony in patients with normal baseline cardiac function (Abstract). Pacing Clin Electrophysiol 2011;34:1342.
38.
go back to reference Muxí A, Paredes P, Mont L, Setoain FJ, Duch J, Fuertes S, et al. Left ventricular function and visual phase analysis with equilibrium radionuclide angiography in patients with biventricular device. Eur J Nucl Med Mol Imaging 2008;35:912-21.PubMedCrossRef Muxí A, Paredes P, Mont L, Setoain FJ, Duch J, Fuertes S, et al. Left ventricular function and visual phase analysis with equilibrium radionuclide angiography in patients with biventricular device. Eur J Nucl Med Mol Imaging 2008;35:912-21.PubMedCrossRef
39.
go back to reference Rosenquist M, Isaaz K, Botvinick EH, et al. Relative importance of activation sequence compared to AV synchrony in left ventricular function. Am J Cardiol 1991;67:148-55.CrossRef Rosenquist M, Isaaz K, Botvinick EH, et al. Relative importance of activation sequence compared to AV synchrony in left ventricular function. Am J Cardiol 1991;67:148-55.CrossRef
40.
go back to reference Somsen GA, Verberne HJ, Burri H, Ratib O, Righetti A. Ventricular mechanical dyssynchrony and resynchronization therapy in heart failure: A new indication for Fourier analysis of gated blood-pool radionuclide ventriculography. Nucl Med Commun 2006;27:105-12.PubMedCrossRef Somsen GA, Verberne HJ, Burri H, Ratib O, Righetti A. Ventricular mechanical dyssynchrony and resynchronization therapy in heart failure: A new indication for Fourier analysis of gated blood-pool radionuclide ventriculography. Nucl Med Commun 2006;27:105-12.PubMedCrossRef
Metadata
Title
Quantitative assessment of cardiac mechanical synchrony using equilibrium radionuclide angiography
Authors
Harmandeep Singh, MD
Abhinav Singhal, MD
Punit Sharma, MD
Chetan D. Patel, MD
Sandeep Seth, DM
Arun Malhotra, PhD
Publication date
01-06-2013
Publisher
Springer US
Published in
Journal of Nuclear Cardiology / Issue 3/2013
Print ISSN: 1071-3581
Electronic ISSN: 1532-6551
DOI
https://doi.org/10.1007/s12350-013-9705-3

Other articles of this Issue 3/2013

Journal of Nuclear Cardiology 3/2013 Go to the issue