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Transthoracic Speckle Tracking Echocardiography for the Quantitative Assessment of Left Ventricular Myocardial Deformation
Published on: October 20, 2016
Tracking of regions-of-interest in myocardial contrast echocardiography
Norberto Malpica1, Andrés Santos, Miguel Angel Zuluaga
1Dpto. Ingeniería Electrónica, ETSI Telecomunicación, Universidad Politécnica de Madrid, Madrid, Spain.
Insights
Optical flow techniques accurately track regions-of-interest for intramyocardial perfusion analysis using contrast echocardiography. This method compensates for heart motion, enabling reliable assessment of ischemic heart disease.
Area of Science:
- Cardiovascular Imaging
- Medical Ultrasound Technology
- Image Analysis
Background:
- Contrast echocardiography quantifies intramyocardial perfusion for assessing ischemic heart disease.
- Accurate analysis requires tracking regions-of-interest (ROIs) to compensate for cardiac motion.
Purpose of the Study:
- To evaluate optical flow techniques for reliable repositioning of ROIs in contrast echocardiography.
- To assess the accuracy and computational feasibility of optical flow for clinical application.
Main Methods:
- Applied two block-matching and one differential optical flow technique for ROI tracking.
- Compared automatic tracking results against manual repositioning by a human expert.
- Evaluated performance on both animal experimental data and clinical echocardiography sequences.
Main Results:
- Optical flow techniques demonstrated sufficient accuracy for clinical purposes in ROI repositioning.
- The evaluated methods showed potential for real-time processing when integrated into ultrasound scanners.
- Automatic tracking performance was comparable to expert manual repositioning.
Conclusions:
- Optical flow methods are effective for compensating cardiac motion in contrast echocardiography.
- This approach enhances the reliability of quantitative intramyocardial perfusion analysis.
- The techniques show promise for real-time clinical implementation in ischemic heart disease assessment.
Abstract:
Analysis of intramyocardial perfusion by contrast echocardiography provides quantitative parameters for the assessment of ischemic disease. This analysis can be achieved by applying an ultrasound (US) burst of high mechanical index to destroy contrast bubbles, measuring various myocardial refilling parameters from the time curves obtained from regions-of-interest (ROIs) within the myocardial wall. To obtain reliable intensity curves, the position of the ROIs must be tracked to compensate for the heart motion along the sequence. In this work, we studied the use of optical flow techniques for ROI repositioning. Two block-matching and one differential technique were evaluated for this purpose. Performance was measured by comparing the result of automatic tracking with results of ROI repositioning by a human expert. This evaluation was carried out on experimental data from animals as well as on sequences from clinical studies. Results are considered to be accurate enough for clinical purposes, and computation times may allow for a real-time processing if incorporated into a US scanner.
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