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Year : 2014  |  Volume : 24  |  Issue : 1  |  Page : 18-24

MDCT derived left ventricular function in relation to echocardiography: Validation and revising the role with the evolving technology

Department of Imaging Services, Narayana Health, Bommasandra, Bangalore, Karnataka, India

Date of Web Publication12-May-2014

Correspondence Address:
Venkatraman Bhat
309, Greenwoods Apt. Royal Gardenia, Bommasandra, Bangalore - 560 099, Karnataka
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Source of Support: None, Conflict of Interest: None

DOI: 10.4103/2211-4122.132280

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Background: Coronary computed tomography angiography (CCTA) is a frequently performed examination for coronary artery disease. When performed with retrospective gating, there is an opportunity to derive functional parameters of left ventricle utilizing automated software. Complementary information, if validated with established standards, will enhance the total value of study. Objective: Study evaluates the usefulness of fully automated software for the assessment of left ventricular ejection fraction (LVEF) using 64-slice CCTA data and to correlate CT results with echocardiography (ECHO). Role of CT derived LV function is reviewed in the light of emerging technologies and recent developments in multidetector CT (MDCT). Materials and Methods: A total of 113 patients referred for MDCT CCTA for evaluation of coronary artery disease. All patients were scanned on 64 slice GE-Helical CT scanner and had an ECHO done within 1 week of the CT scan. Retrospectively electrocardiogram (ECG)-correlated image reconstruction was performed with the reconstruction at 10% R-R interval increment. Axial image sets were analyzed with advanced workstation using a program-Auto ejection fraction, Circulation: GE Medical Solutions. Results: The mean LVEF calculated by clinical ECHO was 58.6 ΁ 4.5% and by fully automated software based on CTA data was 58.9 ΁ 5.4%. The Pearson's regression analysis showed a large correlation, with a correlation coefficient of 0.503 (P < 0.001). Bland-Altman analysis showed a trend towards MDCT resulting in slightly higher values for LVEF when compared with ECHO. Conclusion: The fully automated software is simple, reliable, and user-friendly, and can provide rapid assessment of LV functional parameters with good reproducibility. Despite of good correlation, fewer patients are likely to benefit, in future, from this function due to smaller number of patients undergoing CCTA with retrospective gating.

Keywords: 64-Slice MDCT, CTA, coronary artery disease, echocardiography, fully automated software, left ventricular ejection fraction

How to cite this article:
Hegde S, Bhat V, Gadabanahalli K, Kuppuswamy M. MDCT derived left ventricular function in relation to echocardiography: Validation and revising the role with the evolving technology. J Cardiovasc Echography 2014;24:18-24

How to cite this URL:
Hegde S, Bhat V, Gadabanahalli K, Kuppuswamy M. MDCT derived left ventricular function in relation to echocardiography: Validation and revising the role with the evolving technology. J Cardiovasc Echography [serial online] 2014 [cited 2023 Feb 2];24:18-24. Available from: https://www.jcecho.org/text.asp?2014/24/1/18/132280

  Introduction Top

Global and regional left ventricular (LV) functions are well-known indicators of cardiac disease. [1] Quantitative values of ventricular volumes and of myocardial mass are independent predictors of morbidity and mortality in patients with coronary artery disease. [2] Transthoracic echocardiography (ECHO) offers multiple technical options to evaluate these parameters. Classically, ECHO has been used to evaluate LV volume and function because it is relatively inexpensive and noninvasive. However, a component of operator dependence and poor contrast between blood and myocardium are considerable limitations of this technique. [3] Cardiac magnetic resonance imaging (MRI) is considered the clinical 'gold standard' for LV function assessment, but it is expensive, of limited availability, and cannot be performed in patients with implanted pacemakers or defibrillators. [4],[5],[6],[7] In recent years, multidetector CT (MDCT) has gained acceptance as a promising imaging method for coronary arteries. MDCT acquired in a single breath-hold with retrospective electrocardiogram (ECG) gating can cover the entire heart with 1-mm slice thickness with a temporal resolution of 125-250 ms. When performed for coronary imaging, this method provides excellent opportunity to create, image reformation in any desired plane, including anatomically optimized long axis, short axis, or four-chamber views. Diastolic and systolic images can easily be produced from the same data set with a retrospective ECG-gating technique, thus obtaining LV end-diastolic and end-systolic volumes (EDVs and ESVs). [8] MDCT has a potential of being utilized as tool for the combined assessment of the coronary anatomy and LV function. In addition, ventricular wall motion can be assessed visually by the use of cine loop displays of multiple cardiac phases. Recently we observed increasing tendency for utilizing low radiation dose, prospective gating for coronary angiography, thus limiting possibility of volumetric assessment of ventricular function. [9] However, a small number of patients may need a retrospective gating, thus providing possibility of reconstructions in various phases of cardiac activity. According to published reports, measurements for various LV functional parameters with MDCT were well-correlated and agree with measurements obtained with MRI, two-dimensional transthoracic echocardiography (2D-TTE), and ECG-gated single photon emission CT (SPECT). Experience with 64-slice MDCT for cardiac function assessment remains limited by small patient numbers and the inclusion of homogeneous patient populations. [10] The purpose of this study was to assess LV ejection fraction (LVEF) using 64-slice as a byproduct of MDCT coronary examination and to compare efficacy of technique with 2D-TTE in a heterogeneous patient population. Also, review the role of MDCT LV function with a relation to evolution in the technology of coronary MDCT imaging.

  Materials and methods Top

Study included 113 patients referred for 64-slice MDCT coronary angiography for evaluation of coronary artery disease. All patients were scanned on 64 slice GE-Helical CT (GE High speed Advantage) scanner and had an ECHO done within 1 week of the CT scan. This prospective study was approved by the institutional review board and written informed consent was obtained from all patients. Patients with absolute contraindication to contrast or radiation were excluded from the study. In patients with relative contraindications such as atopy, asthma, and renal failure scan was performed if the benefit of examination outweighed the risk in such patients. Patients with arrhythmias and ectopic heart beats were excluded as stable heart rate is required for CT coronary angiogram. Apart from the routine contraindications, patients with pacemaker and ventricular septal defect were excluded from the study as successful segmentation of the LV blood pool is not possible in these patients due to artifacts and incorrect segmentation by software.

All patients undergoing CT coronary angiogram, who had heart rate of more than 60 bpm, were premedicated with 50-200 mg oral b adrenergic blocking agent: Metoprolol, 1-h prior to the study. A 60-120 mg calcium channel blocker: Diltiazem, was given under observation to asthmatic patients. CTA was performed with contrast volume of 1.2 mL/kg body weight of Iohexol 350. The intravenous contrast agent was followed by 30 mL of saline chaser bolus at the same injection rate. Scan parameters were 0.35 s rotation time, 120 kV tube voltage, 600-800 effective mA, 0.6 mm collimation, and a helical pitch of 0.22:1. The image acquisition was caudocranial for post-coronary artery bypass grafting (CABG) patients and craniocaudal for the rest of the patients. No complications encountered in any of the patients.

Retrospectively, ECG-correlated image reconstruction was performed. The reconstruction was performed with the reconstruction window starting at 10% of R-R interval and up to 90% R-R interval with increment of 10%. This included data sets reconstructed in systole, if diastolic data sets showed motion artifact. Diastolic and systolic axial image sets were then transferred to the scanner's workstation-GE advanced workstation advantage windows 4.4 P.

Image data were evaluated with a prototype version of a commercially available program (Auto ejection fraction, Circulation; GE Medical Solutions) that performs a fully automatic segmentation of the blood volume in the LV by defining the mitral valve plane and the LV. The software uses this mitral valve plane as an upper boundary for the segmentation of the LV. Segmentation is performed in both ED and ES phases. The software identifies the hinges of the mitral and aortic valve leaflets closest to the ventricle wall and selects these as defining points for the plane [Figure 1]a. All CT scans were analyzed according to this method, which allowed for optimal segmentation of the LV. Papillary muscles were automatically excluded from the blood pool, which allows for precise determination of blood volume in the LV. Multiplanar reformats are then performed by the software in long and short axes of left ventricle. The long axis image is obtained parallel to the interventricular septum connecting the LV apex and the middle level of mitral valve. The short axis images are obtained parallel to the plane of mitral valve [Figure 1]b.
Figure 1: (a) LV long axis images. Software identifies the mitral valve using hinge to hinge method. LV = Left ventricular

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Once the region of interest is finalized, the EDV and ESV are measured by this software using Simpson's method by summing the endocardial area of all LV ED and ES short-axis slices multiplied by the slice thickness [Figure 2]a and b]. The stroke volume (SV) and EF were automatically calculated from these values and displayed by the software [Figure 3]a-d].
Figure 2:

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Figure 3: 3D display of volumetric data in different patients. (a) Patient 1: Left ventricular ejection fraction by CT - 58.4% (ECHO - 58%). (b) Patient 2: Left ventricular ejection fraction by CT - 55.7% (ECHO - 53%). (c) Patient 3: Left ventricular ejection fraction by CT - 60.0% (ECHO - 60%). (d) Patient 4: Left ventricular ejection fraction by CT - 38.3% (ECHO - 35%). 3D = Three-dimensional, ECHO = Echocardiography, CT = Computed tomography

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Two-dimensional ECHO examination was performed either 1 week before or after coronary CTA in either of two ultrasound units, an Acuson Sequoia (Siemens Medical Systems USA, Mountain View, CA) or a GE Vivid 3 (GE Healthcare, Milwaukee, WI). All patients underwent 2D-TTE using a standard protocol. Images were obtained using a 3.5 MHz transducer and images were acquired in standard apical and parasternal two- and four-chamber views. The chamber and wall dimensions were measured using standard recommendations for chamber quantification in consensus. LVEF was calculated using the modified Simpson's method. The EF measurements for these patients were obtained from their medical records.

Descriptive statistical analysis was carried out. Results on continuous measurements are presented on mean ± SD (min-max) and results on categorical measurements are presented in number (%). The mean ± standard deviation (SD) LVEF calculated by clinical ECHO was obtained [Table 1]. Similarly mean ± SD of LVEF calculated by fully automated software based on CTA data was obtained [Table 2]. Agreement for LVEF was determined by the use of Pearson's regression analysis [Figure 4] and calculating correlation coefficient (r). Significance is assessed at 5% level of significance. Bland-Altman analysis [Figure 5] was used to compare the LVEF measured with MDCT and that with 2D-TTE. Mountain plot [Figure 6] was used to see the relationship between two groups.
Figure 4: Pearson regression analysis between ECHO-EF and CT-EF. r = Pearson correlation coefficient, P = P-value, EF = Ejection fraction

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Figure 5: Bland and Altman showing the correlation of ECHO-EF and CT-EF. Only few cases are outside the boundary line (beyond 2 SD). SD = Standard deviation

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Figure 6: Mountain plot showing the correlation of ECHO-EF and CT-EF. Tip is closer to 0 on the horizontal line

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Table 1: ECHO-ejection fraction (EF)

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Table 2: CT-ejection fraction (EF)

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  Results Top

In our study, 86 (76.1%) were males and 27 (23.9%) were females. The mean age of the patients was 51.19 ± 10.10 years and majority of subjects belonged to age group between 51 and 60 years. 28.3% were between 41 and 50 years, 15.9% subjects were between 61 and 70 years, and 12.4% subjects between 31 and 40 years. Most of the patients had at least one symptom, the commonest being chest pain in 88 (77.9%) cases. All patients had at least one risk factor. The most common coronary risk factor association was hypertension, accounting for 77.9% of the cases. The mean heart rate of the patients at the time of scan was 61.5 ± 8.6 bpm with maximum patients having a heart rate range of 61-70 bpm. The mean LVEF calculated by clinical ECHO was 58.67 ± 4.53% with maximum number of patients having an EF range of 56-60%. The mean LVEF calculated by fully automated software based on CTA data was 58.93 ± 5.43% with maximum number of patients having an EF range of 61-65%.

In our study using the fully automated software, the Pearson's regression analysis showed a good interstudy correlation, with a correlation coefficient of 0.503 (P < 0.001). Bland-Altman analysis showed a trend towards MDCT resulting in slightly higher values for LVEF when compared with ECHO; however, this observation was not statistically significant. The mountain plot analysis reinforced that EF measured by CT correlated well with that measured by ECHO.

  Discussion Top

MDCT coronary angiography has emerged as a valuable technique for the evaluation of coronary artery disease in patients with low to intermediate pretest probability of ischemic heart disease. Utilizing analytic software, gated volumetric CT data can be processed to provide quantitative functional analysis of the LV in patients with coronary artery disease.

We were able to obtain satisfactory artifact free datasets from 113 consecutive subjects who underwent coronary CTA. All of our patients were either known cases of coronary artery disease or had suggestive clinical symptoms. Patients with pacemaker, ventricular septal defect were excluded from the study as successful segmentation of the LV blood pool was not possible. Achieving a stable heart rate for the examination was variable component of the examination. However, no examination had to be postponed or cancelled due to this limitation. Computations of the result were quickly performed with automated software.

Our study using automated software showed a good interstudy correlation, with a correlation coefficient of 0.503 (P < 0.001). The Bland-Altman plot revealed a slight mean difference between EF measurements on CT and ECHO with most differences falling within two SDs of the mean. Number of cases beyond two SDs was not statistically significant in our series. Hence, we found that software is user-friendly and capable of providing good reproducibility for EF measurements in comparison with ECHO. In a previous study by Krishnam et al., [3] similar results were recorded, though the number of subjects was small.

In a study by Cury et al., [11] a trend of MDCT slightly underestimating LVEF compared with TTE was observed. We observed a trend towards MDCT resulting in slightly higher values for LVEF when compared with ECHO, contrary to expected mild reduction in beta blocked patients. Trend however was not statistically significant, could be due to recognized limitation of evaluation technique leading to over or underestimation. Mean difference in EF measurements between CTA and ECHO is small; although standard deviation of the mean difference is quite high, leading to wide limits of agreement. Hence, results using the two modalities may not be interchangeable. Possibly observation results from the fact that the EF measurements from ECHO were obtained in a clinical setting, on visual estimation and calculation of EF using Simpson's method based on geometrical assumptions.

Our observations are in accordance with the previous studies [3],[10],[11] of 64-slice coronary CT, confirming that LVEF estimation is feasible with the MDCT data and may be regarded as a useful clinical index, correlating with results of ECHO. There are studies with semiautomated software for quantitative functional analysis of LV with user defined mitral valve plane and an arbitrary point within the LV, with the option to expand or reduce the area of segmentation. Fully automated software proves to be faster, accurate, and user friendly.

Many earlier studies have compared the use of 4-, 8-, and 16-slice CT scanners for evaluation of LV volumes. [12] Larger detector configuration in 64-slice CT scanner, has the advantage of being faster, capable of smaller slice thickness and higher temporal resolution.

Relatively higher radiation dose results from the protocol optimized for thin slice high-resolution imaging of the coronary arteries. [3] The ECG-dependent tube current modulation is currently the most effective tool for dose reduction and may reduce patient dose by up to 50%. [13] It is important to note that two points of the cardiac cycle (end-systole and end-diastole) with modulation of tube current were not used in our study because ECG-gated dose modulation was only applicable to 50-90% of the RR interval on ECG. If the aim is to evaluate coronary arteries only, it is recommended to use an ECG-dependent dose modulation technique or newer prospective gated techniques. [9],[10] New developments in MDCT technology is allowing examination of patients with higher heart rates and reducing the dose of beta-blockers. [3] Presently, MDCT examination is possible which contains all the phases with a considerably lower dose of the order of 2-3.3 mSv. [9],[13]

There are technical limitations in CT-based analysis in few clinical subsets. The software identifies the LV blood pool based on Hounsfield Unit values and continuity of adjacent voxels. In patients with a ventricular septal defect, there is contrast opacification in both ventricles and a bridge of contrast through the septal defect. Therefore, the software identifies the right and LV blood pools as a single chamber, resulting in incorrect segmentation and thus inaccurate assessment of LV functional parameters. In patient with pacemakers, software identifies a pacemaker wire as high-density contrast and segments the pacing wire as part of the ventricle, resulting in failed segmentation. The version of the software used for this study it was not able to segment the myocardium in order to quantify the LV myocardial mass, which may be important in certain cardiac diseases such as hypertrophic cardiomyopathy. [3] These limitations has to be addressed in the future software development.

It is important to note that cardiac MRI is considered as a 'gold standard' for LV function assessment. [4],[5],[6],[7] Cardiac MRI (CMRI) provides excellent temporal and spatial resolution, image acquisition in any desired plane, and a high degree of accuracy and reproducibility. Concerning quantitative measurements, CMRI is serving as a clinically accepted standard. [14],[15] Cine MRI technique is potentially the most comprehensive cardiac imaging modality available because of its excellent contrast between blood-filled ventricles and the surrounding myocardium. Yamamuro et al., [16] have shown high linear correlation between EF measurements on CT and on MRI. Thus, CT technology has potential, valid role in evaluating LV function. Further studies are needed to compare CT software quantification of LV function with MRI. The temporal resolution of many available MDCT is still considerably lower than that of ECHO and cine MRI. This lower temporal resolution can make evaluation of isovolumetric ED and ES phases of the cardiac cycle, and thus EF, less precise. Ideal temporal resolution (TR) to freeze cardiac motion is around 50 ms. There is considerable improvement in temporal resolution of MDCT with improvement in gantry rotation, multiple and partial segment processing techniques. TR of 80-250 ms has been achieved in state of the art units. Though it is short of fluoroscopic resolution, currently available options are more than sufficient for motion free systolic and diastolic cardiac imaging with heart rate below 100/min. [17]

Additionally, the use of a b-blocker to reduce the heart rate to less than 65 bpm can influence the functional parameters that are to be measured. Beta blocker do influence the LVEF, lead to underestimation. Overestimation or underestimation of the LV volume has been reported because of the different criteria for selecting the endocardial boundary or the inclusion/exclusion of papillary muscle. Ideally estimation of the real-EF from all 20 phases is more precise; however, this significantly increases effort and processing time. [18] Effect of beta-blocker has to be factored in interpretation of EF by MDCT.

Introduction of new CT imaging methods, including dual source CT in clinical practice will overcome these two problems significantly owing to its two-fold increase in temporal resolution. Also, newer options in MDCT technology may partially obviate need for use of beta blockers. Nevertheless, CT technology is unlikely first choice in view of radiation based nature.

Despite showing good correlation of EF with both techniques, there are important differences. Functional parameters derived from 2D-TTE are compared with CT derived 3D volumetric data, which are not strictly comparable. Our study design did not allow realistic comparison of MDCT and ECHO LV volume data. It would be interesting to compare the same for assessment of accuracy of respective data. With evolution of speckle-tracking 3D echography [19] and new low radiation, high TR scanning such studies are possible. The delay time between CT and ECHO and premedication with β-blockers could have changed myocardial contraction and LV volumes as measured with the two methods. In the present set up, the number of patients referred to coronary angiography who will have volumetric data will be significantly smaller, limiting the application of this utility to a smaller offset of patients. The radiation issue will certainly be an important consideration to use this technique in the larger group of patients. [10] Emerging new applications of echography in the form of 2D and 3D Speckle-Tracking ECHO certainly will have a greater role to play in the future noninvasive assessment of the myocardial function. [19]

In conclusion our study confirms useful complementary functional information in coronary CTA datasets, using fully automated analysis software for rapid assessment of LVEF. It is irrational to utilize MDCT alone to assess LV function in clinical patients, given the radiation exposure involved. However, additional clinically useful information from a clinically indicated coronary CT examination with a lowest possible radiation dose is invaluable in patients known or suspected of ischemic heart disease. This complementary information may add further to ECHO for accurate evaluation of LVEF. Validating consistency of results with MRI will further lend support to the use of MDCT derived results. Going forward with changing trends in CCTA imaging, it is conceivable that number of patients undergoing CTA with retrospective gating will substantially be reduced, thus limiting the functionality to a small group of patients.

  Acknowledgments Top

Authors profoundly thank and acknowledge valuable contributions from Dr Meera G, Department of Echogardiography and Dr PV Suresh, Head, Department of Cardiology.

  References Top

1.Salm LP, Schuijf JD, de Roos A, Lamb HJ, Vliegen HW, Jukema JW, et al . Global and regional left ventricular function assessment with 16-detector row CT: Comparison with echocardiography and cardiovascular magnetic resonance. Eur J Echocardiogr 2006;7:308-14.  Back to cited text no. 1
2.White HD, Norris RM, Brown MA, Brandt PW, Whitlock RM, Wild CJ. Left ventricular end-systolic volume as the major determinant of survival after recovery from myocardial infarction. Circulation 1987;76:44-51.  Back to cited text no. 2
3.Krishnam MS, Tomasian A, Iv M, Ruehm SG, Saleh R, Panknin C, et al. Left ventricular ejection fraction using 64-slice CT coronary angiography and new evaluation software: Initial experience. Br J Radiol 2008;81:450-5.  Back to cited text no. 3
4.Grothues F, Smith GC, Moon JC, Bellenger NG, Collins P, Klein HU, et al. Comparison of interstudy reproducibility of cardiovascular magnetic resonance with two-dimensional echocardiography in normal subjects and in patients with heart failure or left ventricular hypertrophy. Am J Cardiol 2002;90:29-34.  Back to cited text no. 4
5.Ichikawa Y, Sakuma H, Kitagawa K, Ishida N, Takeda K, Uemura S, et al. Evaluation of left ventricular volumes and ejection fraction using fast steady-state cine MR imaging: Comparison with left ventricular angiography. J Cardiovasc Magn Reson 2003;5:333-42.  Back to cited text no. 5
6.Sugeng L, Mor-Avi V, Weinert L, Niel J, Ebner C, Steringer-Mascherbauer R et al. Quantitative assessment of left ventricular size and function: Side-by-side comparison of real-time three-dimensional echocardiography and computed tomography with magnetic resonance reference. Circulation 2006;114:654-61  Back to cited text no. 6
7.Keenan NG, Pennell DJ. CMR of ventricular function. Echocardiography 2007;24:185-93.  Back to cited text no. 7
8.Juergens KU, Grude M, Fallenberg EM, Opitz C, Wichter T, Heindel W, et al. Using ECG gated Multidetector CT to evaluate global left ventricular myocardial function in patients with coronary artery disease. AJR Am J Roentgenol 2002;179:1545-50.  Back to cited text no. 8
9.Atar E. Coronary computed tomography with lower radiation dose. Isr Med Assoc J 2011;13:564-5.   Back to cited text no. 9
10.Ko SM, Kim YJ, Park JH, Choi NM. Assessment of left ventricular ejection fraction and regional wall motion with 64-slice multidetector CT: A comparison with two-dimensional transthoracic echocardiography. Br J Radiol 2010;83:28-34.  Back to cited text no. 10
11.Cury RC, Nieman K, Shapiro MD, Butler J, Nomura CH, Ferencik M, et al. Comprehensive assessment of myocardial perfusion defects, regional wall motion, and left ventricular function by using 64-section multidetector CT. Radiology 2008;248:466-75.  Back to cited text no. 11
12.Schlosser T, Pagonidis K, Herborn CU, Hunold P, Waltering KU, Lauenstein TC, et al. Assessment of left ventricular parameters using 16-MDCT and new software for endocardial and epicardial border delineation. AJR Am J Roentgenol 2005;184:765-73.  Back to cited text no. 12
13.Durmus T, Rogalla P, Lembcke A, Mühler MR, Hamm B, Hein PA. Low-dose triple-rule-out using 320-row-detector volume MDCT - less contrast medium and lower radiation exposure. Eur Radiol 2011;21:1416-23.  Back to cited text no. 13
14.Pattynama PM, Lamb HJ, van der Velde EA, van der Wall EE, de Roos A. Left ventricular measurements with cine and spin-echo MR imaging: A study of reproducibility with variance component analysis. Radiology 1993;187:261-8.  Back to cited text no. 14
15.Lorenz CH, Walker ES, Morgan VL, Klein SS, Graham TP Jr. Normal human right and left ventricular mass, systolic function, and gender differences by cine magnetic resonance imaging. J Cardiovasc Magn Reson 1999;1:7-21.  Back to cited text no. 15
16.Yamamuro M, Tadamura E, Kubo S, Toyoda H, Nishina T, Ohba M, et al. Cardiac functional analysiswith multi-detector row CT and segmental reconstruction algorithm: comparison with echocardiography, SPECT, and MR imaging. Radiology 2005;234:381-90.  Back to cited text no. 16
17.Mahadevappa Mahesh. MDCT Physics: The Basics: Technology, Image Quality and Radiation Dose. Illustrated ed. Philadelphia: Lippincott Williams & Wilkins; 2009. p. 80-8.  Back to cited text no. 17
18.Mo YH, Jaw FS, Wang YC, Jeng CM, Peng SF. Effects of propranolol on the left ventricular volume of normal subjects during CT coronary angiography. Korean J Radiol 2011;12:319-26.  Back to cited text no. 18
19.Luis SA, Yamada A, Khandheria BK, Speranza V, Benjamin A, Ischenko M, et al. Use of Three-Dimensional Speckle-Tracking Echocardiography for Quantitative Assessment of Global Left Ventricular Function: A Comparative Study to Three-Dimensional Echocardiography. J Am Soc Echocardiogr 2014;27:285-91.  Back to cited text no. 19


  [Figure 1], [Figure 2], [Figure 3], [Figure 4], [Figure 5], [Figure 6]

  [Table 1], [Table 2]

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