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Sehly A, He A, Agris J, Konstantopoulos J, Joyner J, Flack J, Kwok S, Chow BJW, Ko B, Ridner M, Ihdayhid AR, Dwivedi G. Deep learning-based computed tomography quantification of left ventricular mass. EUROPEAN HEART JOURNAL. IMAGING METHODS AND PRACTICE 2023; 1:qyad043. [PMID: 39045069 PMCID: PMC11195721 DOI: 10.1093/ehjimp/qyad043] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 07/25/2024]
Affiliation(s)
- Amro Sehly
- Cardiology Department, Fiona Stanley Hospital, 11 Robin Warren Drive, Murdoch, WA 6150, Australia
| | - Albert He
- Cardiology Department, Fiona Stanley Hospital, 11 Robin Warren Drive, Murdoch, WA 6150, Australia
| | - Jacob Agris
- Artrya Ltd, 1257 Hay St, West Perth, WA 6005, Australia
| | | | - Jack Joyner
- Artrya Ltd, 1257 Hay St, West Perth, WA 6005, Australia
| | - Julien Flack
- Artrya Ltd, 1257 Hay St, West Perth, WA 6005, Australia
| | - Simon Kwok
- Artrya Ltd, 1257 Hay St, West Perth, WA 6005, Australia
| | - Benjamin J W Chow
- Cardiology Department, University of Ottawa Heart Institute, Ottawa, ON, Canada
| | - Brian Ko
- Monash Heart, Monash Cardiovascular Research Centre, Melbourne, Australia
| | | | - Abdul Rahman Ihdayhid
- Cardiology Department, Fiona Stanley Hospital, 11 Robin Warren Drive, Murdoch, WA 6150, Australia
- Harry Perkins Institute of Medical Research, 5 Robin Warren Drive, Murdoch, WA 6150, Australia
- Curtin University, Kent Street, Bentley, WA 6102, Australia
| | - Girish Dwivedi
- Cardiology Department, Fiona Stanley Hospital, 11 Robin Warren Drive, Murdoch, WA 6150, Australia
- Harry Perkins Institute of Medical Research, 5 Robin Warren Drive, Murdoch, WA 6150, Australia
- University of Western Australia, 35 Stirling Highway, Crawley, WA 6009, Australia
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Sami SM, Elfawal SK, Abdelgawad MS, Zidan MA, Zaki AM, Mowaki AF. MDCT in the study of left ventricular function compared with MRI in patients with myocardial ischemia. THE EGYPTIAN JOURNAL OF RADIOLOGY AND NUCLEAR MEDICINE 2018. [DOI: 10.1016/j.ejrnm.2017.11.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022] Open
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Kaniewska M, Schuetz GM, Willun S, Schlattmann P, Dewey M. Noninvasive evaluation of global and regional left ventricular function using computed tomography and magnetic resonance imaging: a meta-analysis. Eur Radiol 2016; 27:1640-1659. [DOI: 10.1007/s00330-016-4513-1] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2015] [Revised: 05/02/2016] [Accepted: 07/18/2016] [Indexed: 01/06/2023]
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Kara B, Nayman A, Guler I, Gul EE, Koplay M, Paksoy Y. Quantitative Assessment of Left Ventricular Function and Myocardial Mass: A Comparison of Coronary CT Angiography with Cardiac MRI and Echocardiography. Pol J Radiol 2016; 81:95-102. [PMID: 27026794 PMCID: PMC4787523 DOI: 10.12659/pjr.895843] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2015] [Accepted: 09/11/2015] [Indexed: 11/25/2022] Open
Abstract
Background The purpose of this study was to compare the left ventricular parameters obtained from multi-detector row computed tomography (MDCT) studies with two-dimensional echocardiography (2DE), and magnetic resonance imaging (MRI), which is accepted as the gold standard in the evaluation of left ventricular functions. The study also aimed to evaluate whether or not there is a relationship between the MR-Argus and CMR tools software programs which are used in post-process calculations of data obtained by MRI. Material/Methods Forty patients with an average age of 51.4±14.9 years who had been scanned with cardiac MDCT were evaluated with cardiac MRI and 2DE. End-diastolic volume (EDV), end-systolic volume (ESV), stroke volume (SV), ejection fraction (EF), cardiac output (CO), and myocardial mass values calculated by MDCT, MRI, and 2DE were compared with each other. Two different MR software programs were used to compare left ventricular functions. The CMR tools LV tutorials method is accepted as the gold standard because it can be used in three-dimensional functional evaluation. The Pearson Correlation and Bland-Altman analysis were performed to compare the results from the two MR methods (MR-Argus and CMR tools) and the results from both the MDCT and the 2DE with the CMR tools results. Results Strong positive correlations for EF values were found between the MDCT and CMR tools (r=0.702 p<0.001), and between the MR-Argus and CMR tools (r=0.746 p<0.001). The correlation between the 2DE and CMR tools (r=0.449 p<0.004), however, was only moderate. Similar results were obtained for the other parameters. The strongest correlation for ESV, EDV, and EF was between the two MR software programs. The correlation coefficient between the MDCT and CMR tools is close to the correlation coefficient between the two software programs. While the correlation between 2DE and CMR tools was satisfactory for ESV, EDV, and CO values, it was at a moderate level for the other parameters. Conclusions Left ventricular functional analysis can be performed easily and reliably with cardiac MDCT used for coronary artery evaluation and it also gives more accurate results than 2DE.
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Affiliation(s)
- Bedia Kara
- Department of Radiology, Buyuksehir Hospital, Konya, Turkey
| | - Alaaddin Nayman
- Department of Radiology, Selcuk University, Faculty of Medicine, Konya, Turkey
| | - Ibrahim Guler
- Department of Radiology, Selcuk University, Faculty of Medicine, Konya, Turkey
| | - Enes Elvin Gul
- Department of Cardiology, Medipol Mega University, Istanbul, Turkey
| | - Mustafa Koplay
- Department of Radiology, Selcuk University, Faculty of Medicine, Konya, Turkey
| | - Yahya Paksoy
- Department of Radiology, Selcuk University, Faculty of Medicine, Konya, Turkey
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Sharma A, Einstein AJ, Vallakati A, Arbab-Zadeh A, Mukherjee D, Lichstein E. Meta-analysis of global left ventricular function comparing multidetector computed tomography with cardiac magnetic resonance imaging. Am J Cardiol 2014; 113:731-8. [PMID: 24355312 DOI: 10.1016/j.amjcard.2013.11.016] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/08/2013] [Revised: 11/06/2013] [Accepted: 11/06/2013] [Indexed: 11/17/2022]
Abstract
We compare the diagnostic accuracy of multidetector row computed tomography (MDCT) to cardiac magnetic resonance imaging (CMR) for evaluating global left ventricular function. We systematically searched PubMed, CINAHL, Cochrane CENTRAL, Scopus, and the Web of Science databases for studies published between 1966 to January 2013 that compared left ventricle (LV) volumes, ejection fraction (EF) and LV mass measured by MDCT and CMR. We performed meta-analyses and used random-effects model with inverse variance weighting test to determine the overall bias and limits of agreement of LV end-diastolic volume, end-systolic volume, stroke volume, and EF measured by MDCT and CMR. Furthermore, subgroup analyses were performed to compare 16-slice and 64-slice MDCT with CMR. Two study authors independently reviewed the 90 articles originally identified and selected 27 studies (n = 831) for analysis. Excellent correlation and a linear relation were seen between MDCT and CMR for LV end-diastolic volume (r = 0.93; p <0.001), LV end-systolic volume (r = 0.95; p <0.001), LV stroke volume (r = 0.85; p <0.001), LV ejection fraction (r = 0.93; p <0.001), and LV mass (r = 0.86; p <0.001). Subgroup analyses showed strong positive correlations for both 16- and 64-slice MDCT. In conclusion, although not the first-line test for LV function assessment in most patients, when appropriate, retrospectively gated MDCT provides an accurate and valid assessment of LV function compared with CMR.
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Affiliation(s)
- Abhishek Sharma
- Department of Medicine, Maimonides Medical Center, Brooklyn, New York.
| | - Andrew J Einstein
- Division of Cardiology, Columbia University Medical Center, New York, New York
| | - Ajay Vallakati
- Division of Cardiology, University of Kansas Medical Center, Kansas City, Kansas
| | - Armin Arbab-Zadeh
- Division of Cardiology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | | | - Edgar Lichstein
- Department of Medicine, Maimonides Medical Center, Brooklyn, New York
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Fuchs A, Kühl JT, Lønborg J, Engstrøm T, Vejlstrup N, Køber L, Kofoed KF. Automated assessment of heart chamber volumes and function in patients with previous myocardial infarction using multidetector computed tomography. J Cardiovasc Comput Tomogr 2012; 6:325-34. [DOI: 10.1016/j.jcct.2012.01.006] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/16/2011] [Revised: 12/11/2011] [Accepted: 01/22/2012] [Indexed: 10/27/2022]
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Sharma A, Arbab-Zadeh A. Assessment of coronary heart disease by CT angiography: current and evolving applications. J Nucl Cardiol 2012; 19:796-806. [PMID: 22527798 DOI: 10.1007/s12350-012-9556-3] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Computed tomography angiography (CTA) of the heart is a rapidly evolving application for comprehensive assessment of coronary arterial anatomy, myocardial function, perfusion, and myocardial viability. Thus, cardiac CTA is capable of retrieving the most critical information for guiding the management of patients with suspected coronary heart disease (CHD). Ongoing technologic advancements have allowed acquiring such information within minutes, at radiation doses that are lower than those from conventional computed tomography imaging or common nuclear imaging techniques. Cardiac CTA has positioned itself as an imaging modality that may be well suited to fulfill central needs of cardiovascular medicine. This article reviews the evidence for the clinical utility of cardiac CTA in patients with suspected CHD.
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Affiliation(s)
- Abhishek Sharma
- Department of Medicine, Maimonides Medical Center, Brooklyn, NY, USA
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Bak SH, Ko SM, Jeon HJ, Yang HS, Hwang HK, Song MG. Assessment of global left ventricular function with dual-source computed tomography in patients with valvular heart disease. Acta Radiol 2012; 53:270-7. [PMID: 22319133 DOI: 10.1258/ar.2011.110247] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
BACKGROUND Left ventricular (LV) function is a vital parameter for prognosis, therapy guidance, and follow-up of cardiovascular disease. Dual-source computed tomography (DSCT) provides an accurate analysis of global LV function. PURPOSE To assess the performance of DSCT in the determination of global LV functional parameters in comparison with cardiovascular magnetic resonance (CMR) and two-dimensional transthoracic echocardiography (2D-TTE) in patients with valvular heart disease (VHD). MATERIAL AND METHODS A total of 111 patients (58 men, mean age 49.9 years) with known VHD and who underwent DSCT, 2D-TTE, and CMR a period of 2 weeks before undergoing valve surgery were included in this study. LV end-systolic volume (ESV), end-diastolic volume (EDV), stroke volume (SV), and ejection fraction (EF) were calculated by DSCT using the threshold-based technique, by 2D-TTE using a modified Simpson's method, and by CMR using Simpson's method. Agreement for parameters of LV global function was determined with the Pearson's correlation coefficient (r) and Bland-Altman analysis. All the DSCT and CMR data-sets were assessed independently by two readers. RESULTS Fifty of the total 111 patients had aortic VHD, 29 patients had mitral VHD, and 32 patients had mixed aortic and mitral VHD. An excellent inter-observer agreement was seen for the assessment of global LV function using DSCT (r = 0.910-0.983) and CMR (r = 0.854-0.965). An excellent or good correlation (r = 0.93, 0.95, 0.87, and 0.71, respectively, P < 0.001) was noted between the DSCT and 2D-TTE values for EDV, ESV, SV, and EF. EDV (33.7 mL, P < 0.001), ESV (12.1 mL, P < 0.001), SV (21.2 mL, P < 0.001), and EF (1.6%, P = 0.019) were significantly overestimated by DSCT when compared with 2D-TTE. An excellent correlation (r = 0.96, 0.97, 0.91, and 0.94, respectively, P < 0.001) between DSCT and CMR was seen in the evaluation of EDV, ESV, SV, and EF. EDV (15.9 mL, P < 0.001), ESV (7.3 mL, P < 0.001), and SV (8.5 mL, P < 0.001) were significantly underestimated, but EF (1.1%, P = 0.002) was significantly overestimated by DSCT when compared with CMR. CONCLUSION Our study showed that DSCT measurements of global LV function using the threshold-based technique were highly reproducible and compared more favorably with CMR measurements using Simpson's method than those of 2D-TTE using the modified Simpson's method. DSCT enables accurate quantification of global LV function in patients with VHD.
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Affiliation(s)
| | - Sung Min Ko
- Department of Radiology
- Research Institute of Medical Science
| | | | | | | | - Meong Gun Song
- Department of Thoracic Surgery, Konkuk University Hospital, Konkuk University School of Medicine, Seoul, Korea
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Asferg C, Usinger L, Kristensen TS, Abdulla J. Accuracy of multi-slice computed tomography for measurement of left ventricular ejection fraction compared with cardiac magnetic resonance imaging and two-dimensional transthoracic echocardiography: a systematic review and meta-analysis. Eur J Radiol 2012; 81:e757-62. [PMID: 22381439 DOI: 10.1016/j.ejrad.2012.02.002] [Citation(s) in RCA: 62] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2011] [Revised: 01/30/2012] [Accepted: 02/02/2012] [Indexed: 01/28/2023]
Abstract
BACKGROUND Multi-slice computed tomography (MSCT) allows non-invasive assessment of the coronary arteries and simultaneously can provide measurement of left ventricular ejection fraction (LVEF). The accuracy of newer MSCT generations (64-slice or more) for assessment of LVEF compared with magnetic resonance imaging (MRI) and two-dimensional transthoracic echocardiography (TTE) has not been evaluated in a meta-analysis. PURPOSE To evaluate, via a systematic literature review and meta-analysis, whether MSCT can assess LVEF with high accuracy compared with MRI and TTE. METHODS Electronic databases and reference lists for relevant published studies were searched. Twenty-seven eligible studies provided mean LVEF% with its standard deviation (SD) measured by MSCT versus MRI and TTE. Meta-analysis of weighted mean difference (WMD) and Bland-Altman method were used to quantify the mean difference and agreement between MSCT compared with MRI and TTE. RESULTS The results of combining 12 studies showed no significant difference in LVEF% between MSCT and MRI with a WMD of -0.11 (-1.48, 1.26, 95% CI), p=0.88. Bland-Altman analysis showed excellent agreement between MSCT and MRI with a bias of 0.0 (-3.7, 3.7 ± 1.96SD) with 95% CI. The results of combining 15 studies showed no significant difference in LVEF between MSCT versus TTE measurements with a WMD of 0.19 (-1.13 to 1.50; 95% CI), p=0.87. Bland-Altman analysis showed excellent agreement between MSCT and TTE with a bias of 0.3 (-4.7, 5.7 ± 1.96SD) with 95% CI. CONCLUSION The newer MSCT generations can provide accurate LVEF measurement compared to MRI and TTE. MSCT represents a valid technique for the combined evaluation of LVEF and coronary artery disease.
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Affiliation(s)
- Camilla Asferg
- Department of Medicine M2, Division of Cardiology, Copenhagen University Hospital, Nordre Ringvej 57, 2600 Glostrup, Denmark.
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Khatri PJ, Tandon V, Chen L, Yam Y, Chow BJW. Can left ventricular end-diastolic volumes be estimated with prospective ECG-gated CT coronary angiography? Eur J Radiol 2011; 81:226-9. [PMID: 21237604 DOI: 10.1016/j.ejrad.2010.12.034] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2010] [Accepted: 12/17/2010] [Indexed: 10/18/2022]
Abstract
BACKGROUND With the goal of minimizing patient radiation exposure, many centres have adopted prospective ECG-gated computed tomographic coronary angiography. Since image acquisition occurs only during ventricular diastasis, the ability to measure left ventricular (LV) ejection fraction (EF) and LV volumes has been lost. Given that LV volumes have prognostic value, the ability to estimate LV end diastolic volume (EDV) may be clinically desirable. OBJECTIVE We sought to predict LV EDV using CT coronary angiography (CTA) images obtained during ventricular diastasis. METHODS Consecutive patients who underwent retrospective ECG-gated CTA were enrolled. Images were reconstructed at the 75% phase and at end-diastole. LV and left atrial (LA) volumes were measured. RESULTS A total of 153 consecutive patients were analyzed (mean age = 56.7 ± 11.2 years; men = 56.2%). The mean LV EDV and EF were 144.4 ± 40.2 mL and 63.4 ± 9.9%, respectively. There appeared to be a very strong linear relationship between the 75% phase LV volume and LV EDV with an R(2) of 0.993. Using LV and LA volumes at the 75% phase, a prediction model of LV EDV was developed (LV EDV = (1.021 × 75% phase LV volume)+(0.259 × 75% phase LA volume), adjusted R(2) = 0.995). CONCLUSION LV EDV can be estimated using CTA data obtained during ventricular diastasis. Further studies are needed to demonstrate that such estimates of LV EDV have incremental prognostic value over coronary artery disease severity assessment with prospective ECG-gated CTA.
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Affiliation(s)
- Prateek J Khatri
- Toronto General Hospital, Department of Medicine, 200 Elizabeth Street, Eaton Building 14-217, Toronto, ON, Canada M5G 2C4.
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