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1.
Magn Reson Imaging ; 34(4): 381-90, 2016 May.
Article in English | MEDLINE | ID: mdl-26723847

ABSTRACT

AIMS: To evaluate a novel post-processing method for assessment of longitudinal mid-myocardial strain in standard cine cardiac magnetic resonance (CMR) imaging sequences. METHODS AND RESULTS: Cine CMR imaging and tagged cardiac magnetic resonance imaging (TMRI) were performed in 15 patients with acute myocardial infarction (AMI) and 15 healthy volunteers served as control group. A second group of 37 post-AMI patients underwent both cine CMR and late gadolinium enhancement (LGE) CMR exams. Speckle tracking echocardiography (STE) was performed in 36 of these patients. Cine CMR, TMRI and STE were analyzed to obtain longitudinal strain. LGE-CMR datasets were analyzed to evaluate scar extent. Comparison of peak systolic strain (PSS) measured from CMR and TMRI yielded a strong correlation (r=0.86, p<0.001). PSS measured from CMR and STE correlated well (r=0.75, p<0.001). A cutoff longitudinal PSS value of -13.14% differentiated non-infarction from any infarcted myocardium, with a sensitivity of 93% and a specificity of 89% (area under curve (AUC) 0.95). PSS value of -9.39% differentiated non-transmural from transmural infarcted myocardium, with a sensitivity of 75% and a specificity of 67% (AUC 0.78). CONCLUSION: The present study showed a novel off-line post-processing method for segmental longitudinal strain analysis in mid-myocardium layer based on cine CMR data. The method was found to be highly correlated with strain measurements obtained by TMRI and STE. This tool allows accurate discrimination between different transmurality states of myocardial infarction.


Subject(s)
Heart/physiopathology , Magnetic Resonance Imaging, Cine , Myocardial Infarction/diagnostic imaging , Myocardium/pathology , Adult , Aged , Aged, 80 and over , Area Under Curve , Contrast Media/chemistry , Echocardiography , Female , Gadolinium/chemistry , Humans , Male , Middle Aged , Myocardial Infarction/pathology , Sensitivity and Specificity , Systole , Young Adult
2.
Comput Med Imaging Graph ; 37(7-8): 500-11, 2013.
Article in English | MEDLINE | ID: mdl-24094590

ABSTRACT

Segmentation of cardiac magnetic resonance imaging is considered an important application in clinical practice. An automatic algorithm is proposed for segmentation of both endocardial and epicardial boundaries, in long-axis views. The data consisted of 126 patients, yielding 1008 traces. Estimated clinical parameters were highly correlated to gold standard measurements. The error between the automatic tracing and the gold standard was not significantly different than the error between two manual observers. In conclusion, a tool for segmenting the myocardial boundaries in the long-axis views is proposed, which works well, as demonstrated by the validation performed using a clinical dataset.


Subject(s)
Algorithms , Image Interpretation, Computer-Assisted/methods , Imaging, Three-Dimensional/methods , Magnetic Resonance Imaging, Cine/methods , Pattern Recognition, Automated/methods , Subtraction Technique , Ventricular Dysfunction, Left/pathology , Artificial Intelligence , Humans , Image Enhancement/methods , Reproducibility of Results , Sensitivity and Specificity
3.
Eur Heart J Cardiovasc Imaging ; 13(3): 257-62, 2012 Mar.
Article in English | MEDLINE | ID: mdl-22065865

ABSTRACT

AIMS: Assessing the quality of wall motion (WM) on echocardiograms remains a challenge. Previously, we validated an automated application used by experienced echocardiographers for WM classification based on longitudinal two-dimensional (2D) strain. The aim of this study was to show that the use of this automatic application was independent of the user's experience. METHODS AND RESULTS: We compared the WM classifications obtained by the application when used by 12 highly experienced readers (Exp-R) vs. 11 inexperienced readers (InExp-R). Both classifications were compared with expert consensus classifications using the standard visual method. Digitized clips of cardiac cycles from three apical views in 105 patients were used for these analyses. Reproducibility of both groups was high (overall intra-class correlation coefficient: InExp-R = 0.89, Exp-R = 0.83); the lowest was noted for hypokinetic segments (InExp-R = 0.79, Exp-R = 0.72). InExp-R scores were concordant with Exp-R mode scores in 88.8% of segments; they were overestimated in 5.8% and underestimated in 3.2%. The sensitivity, specificity, and accuracy of InExp-R vs. Exp-R for classifying segments as normal/abnormal were identical (87, 85, and 86%, respectively). CONCLUSION: Classification of WM from apical views with an automatic application based on longitudinal 2D strain by InExp-R vs. Exp-R was similar to visual classification by Exp-R. This application may be useful for inexperienced echocardiographers/technicians and may serve as an automated 'second opinion' for experienced echocardiographers.


Subject(s)
Heart Ventricles/diagnostic imaging , Ventricular Dysfunction, Left/diagnostic imaging , Diagnosis, Computer-Assisted , Echocardiography , Female , Humans , Male , Middle Aged , Software
4.
Ann N Y Acad Sci ; 1188: 128-32, 2010 Feb.
Article in English | MEDLINE | ID: mdl-20201895

ABSTRACT

Treatment of cardiomyopathy, when detected early, may slow myocardial deterioration and even reverse its course. However, no efficient, noninvasive measure of cardiac function is yet able to detect the early signs of cardiomyopathy. The aim of this study was to determine whether ultrasound speckle tracking analysis is a more sensitive measure of early changes of cardiac function than standard echocardiographic parameters. Eight Wistar rats were injected with doxorubicin and scanned weekly by ultrasound in order to follow the early stages of cardiomyopathy. Apical short-axis scans were analyzed by a novel speckle tracking imaging program, enabling layer-specific assessment of myocardial function. Only four of eight rats survived the full treatment. They showed a significant elevation of endocardial apical rotation (P<0.006) after 4 weeks of treatment (25.1+/-3.7 deg) versus baseline values (8.0+/-2.8 deg), while ejection fraction remained normal (78.5+/-3.5%). Thus, in the rat model, layer-specific assessment of myocardial function may detect cardiomyopathy at its early stages.


Subject(s)
Doxorubicin/pharmacology , Endocardium/drug effects , Endocardium/diagnostic imaging , Animals , Body Weight/drug effects , Cardiomyopathies/chemically induced , Cardiomyopathies/diagnostic imaging , Cardiomyopathies/physiopathology , Doxorubicin/adverse effects , Endocardium/physiopathology , Male , Rats , Rats, Wistar , Survival Rate , Ultrasonography
5.
J Am Soc Echocardiogr ; 23(3): 258-64, 2010 Mar.
Article in English | MEDLINE | ID: mdl-20138473

ABSTRACT

BACKGROUND: The purpose of this multicenter study was to determine the reliability of visual assessments of segmental wall motion (WM) abnormalities and global left ventricular function among highly experienced echocardiographers using contemporary echocardiographic technology in patients with a variety of cardiac conditions. METHODS: The reliability of visual determinations of left ventricular WM and global function was calculated from assessments made by 12 experienced echocardiographers on 105 echocardiograms recorded using contemporary echocardiographic equipment. Ten studies were reread independently to determine intraobserver reliability. RESULTS: Interobserver reliability for visual differentiation between normal, hypokinetic, and akinetic segments had an intraclass correlation coefficient of 0.70. The intraclass correlation coefficient for dichotomizing segments into normal versus other abnormal was 0.63, for hypokinetic versus other scores was 0.26, and for akinetic versus other scores was 0.58. Similar results were found for intraobserver reliability. Interobserver reliability for WM score index was 0.84 and for left ventricular ejection fraction was 0.78. Similar values were obtained for the intraobserver reliability of WM score index and ejection fraction. Compared to angiographic data, the accuracy of segmental WM assessments was 85%, and correct determination of the culprit artery was achieved in 59% of patients with myocardial infarctions. CONCLUSION: Among experienced readers using contemporary echocardiographic equipment, interobserver and intraobserver reliability was reasonable for the visual quantification of normal and akinetic segments but poor for hypokinetic segments. Reliability was good for the visual assessment of global left ventricular function by WM score index and ejection fraction.


Subject(s)
Ventricular Dysfunction, Left/diagnostic imaging , Ventricular Dysfunction, Left/epidemiology , Female , Humans , Israel/epidemiology , Male , Middle Aged , Observer Variation , Prevalence , Reproducibility of Results , Sensitivity and Specificity , Ultrasonography
6.
Circ Cardiovasc Imaging ; 3(1): 47-53, 2010 Jan.
Article in English | MEDLINE | ID: mdl-19926829

ABSTRACT

BACKGROUND: Identification and quantification of segmental left ventricular wall motion abnormalities on echocardiograms is of paramount clinical importance but is still performed by a subjective visual method. We constructed an automatic tool for assessment of wall motion based on longitudinal strain. METHODS AND RESULTS: Echocardiograms of 105 patients (3 apical views) were blindly analyzed by 12 experienced readers. Visual segmental scores (VSS) and peak systolic longitudinal strain were assigned to each of 18 segments per patient. Ranges of peak systolic longitudinal strain that best fit VSS (by receiver operating characteristic analysis) were used to generate automatic segmental scores (ASS). Comparisons of ASS and VSS were performed on 1952 analyzable segments. There was agreement of wall motion scores between both methods in 89.6% of normal, 39.5% of hypokinetic, and 69.4% of akinetic segments. Correlation between methods was r=0.63 (P<0.0001). Interobserver and intraobserver reliability using interclass correlation for scoring segmental wall motion into 3 scores by ASS was 0.82 and 0.83 and by VSS 0.70 and 0.69, respectively. Compared with VSS (majority rule), ASS had a sensitivity, specificity, and accuracy of 87%, 85%, and 86%, respectively. ASS and VSS had similar success rates for correct identification of wall motion abnormalities in territories supplied by culprit arteries. VSS had greater specificity and positive predictive values, whereas ASS had higher sensitivity and negative predictive values for identifying the culprit artery. CONCLUSIONS: Automatic quantification of wall motion on echocardiograms by this tool performs as well as visual analysis by experienced echocardiographers, with a greater reliability and similar agreement to angiographic findings.


Subject(s)
Automation , Heart Ventricles/diagnostic imaging , Image Interpretation, Computer-Assisted , Myocardial Contraction , Ventricular Dysfunction, Left/diagnostic imaging , Ventricular Function, Left , Aged , Coronary Angiography , Female , Heart Ventricles/physiopathology , Humans , Israel , Male , Middle Aged , Observer Variation , Predictive Value of Tests , ROC Curve , Reproducibility of Results , Ultrasonography , Ventricular Dysfunction, Left/physiopathology
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