Key result
Fully automatic 3D echo yields higher LV and LA volumes than semiautomatic, dependent on wall-motion abnormalities.
Why the study?
Discrepancies between fully automatic and semiautomatic 3D echocardiographic measurements of LV and LA volumes remain unexplained and need investigation.
Does fully automatic 3D echocardiographic assessment agree with semiautomatic assessment for measuring left ventricular and left atrial volumes in patients undergoing standard clinical echo?
Observational (n=355)
Does fully automatic 3D echocardiographic assessment agree with semiautomatic assessment for measuring left ventricular and left atrial volumes in patients undergoing standard clinical echo?
Fully automatic 3D echocardiographic assessment yields higher left ventricular and left atrial volumes than semiautomatic methods, with discrepancies driven by image quality and regional wall-motion abnormalities.
Automatic 3D echo volumes may differ with poor image quality or wall-motion abnormalities; leaves open validation against reference standards before routine adoption.
AIMS: The availability of a true 3D dataset provides an opportunity for automation of left ventricular (LV) and left atrial (LA) measurements. Although manual and automated measurements of 3D volumes are known to correlate, the variance is an important parameter for the individual patient. The reasons for discrepancies remain unexplained. We hence aim to explain the disagreement between automated and manual LV and LA volumes. METHODS AND RESULTS: A total of 355 patients underwent standard clinical echo, with offline analysis in both fully- (Heart Model, Philips) and semiautomated (3DQ-Adv, Philips) assessment of routine indices of LV and LA function and shape. Each image was classified according to quality using a 4-point scale as well as the American Society for Echocardiography guidelines for appropriate use of contrast. Bland-Altman plots were used to assess agreement, and t tests were used to assess differences in agreement. Predictors of volume discrepancy were sought with linear regression. Measures of LV and LA volumes were greater with automatic than semiautomatic assessment. The difference in left ventricular end-diastolic volume was dependent on the number of regional wall-motion abnormalities (RWMA) (β = 0.59, P < .04) and image quality (β = 19.71, P = .02). RWMA predicted the difference in left ventricular end-systolic volume (β = 0.83, P < .01) and left atrial end-systolic volume (β = -1.01 P < .01). CONCLUSION: LV and LA volumes were higher with automatic than semiautomatic assessment. Image quality and RWMA may contribute to this discrepancy. These limitations need to be addressed before fully automatic assessment of 3D echocardiograms can be used in the clinic.
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D’Elia et al. (2019) reported an observational. Fully automatic left ventricular endocardial tracing (Heart Model) vs. Semiautomatic tracing (3DQ-Adv) was evaluated on Difference in left ventricular and left atrial volumes. Fully automatic assessment yielded higher LV and LA volumes than semiautomatic assessment, with LVEDV discrepancy dependent on regional wall-motion abnormalities (β=0.59, P<0.04) and image quality.
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