Variable temporal sampling and tube current modulation for myocardial blood flow estimation from dose-reduced dynamic
Dimple Modgil1, Michael D Bindschadler2,3, Adam M Alessio2,3
1University of Chicago, Department of Radiology, Chicago, Illinois, United States.
Insights
Optimizing dynamic cardiac CT protocols by adjusting scanning times and tube current can improve myocardial blood flow (MBF) estimates. This approach reduces radiation dose while enhancing diagnostic accuracy for coronary artery disease.
Area of Science:
- Medical Imaging
- Cardiovascular Imaging
- Radiology
Background:
- Accurate quantification of myocardial blood flow (MBF) is crucial for diagnosing and treating coronary artery disease.
- Dynamic cardiac perfusion CT offers a promising method for MBF measurement, but high radiation doses limit its clinical use.
- Previous dose reduction strategies (uniform tube current/frame reduction) led to noisy data and inaccurate MBF estimates.
Purpose of the Study:
- To investigate if nonuniformly varying tube current and sampling intervals can improve MBF estimation accuracy for a given radiation dose.
- To determine optimal timing and tube current settings for CT data acquisition to minimize dose and maximize MBF estimation accuracy.
Main Methods:
- Simulations of contrast agent kinetics and CT acquisitions were used to evaluate variable acquisition methods.
- Compared MBF estimation performance of uniform versus nonuniform (variable temporal/tube current) acquisition sequences.
- Assessed the impact of acquisition strategies on time-attenuation curves (TACs) and MBF estimation accuracy.
Main Results:
- Variable temporal and tube current sequences achieved an effective dose of 5.5 mSv.
- These optimized sequences reduced MBF estimation root-mean-square error by approximately 20% compared to uniform sequences.
- Nonuniform acquisition strategies demonstrated superior accuracy for comparable or lower radiation doses.
Conclusions:
- Nonuniform adjustments in CT acquisition timing and tube current represent a viable strategy for dose reduction in dynamic cardiac perfusion CT.
- This approach enhances the accuracy of myocardial blood flow quantification, potentially increasing clinical acceptance.
- Optimized acquisition protocols can improve diagnostic capabilities for coronary artery disease without compromising patient safety.
Abstract:
Quantification of myocardial blood flow (MBF) can aid in the diagnosis and treatment of coronary artery disease. However, there are no widely accepted clinical methods for estimating MBF. Dynamic cardiac perfusion computed tomography (CT) holds the promise of providing a quick and easy method to measure MBF quantitatively. However, the need for repeated scans can potentially result in a high patient radiation dose, limiting the clinical acceptance of this approach. In our previous work, we explored techniques to reduce the patient dose by either uniformly reducing the tube current or by uniformly reducing the number of temporal frames in the dynamic CT sequence. These dose reduction techniques result in noisy time-attenuation curves (TACs), which can give rise to significant errors in MBF estimation. We seek to investigate whether nonuniformly varying the tube current and/or sampling intervals can yield more accurate MBF estimates for a given dose. Specifically, we try to minimize the dose and obtain the most accurate MBF estimate by addressing the following questions: when in the TAC should the CT data be collected and at what tube current(s)? We hypothesize that increasing the sampling rate and/or tube current during the time frames when the myocardial CT number is most sensitive to the flow rate, while reducing them elsewhere, can achieve better estimation accuracy for the same dose. We perform simulations of contrast agent kinetics and CT acquisitions to evaluate the relative MBF estimation performance of several clinically viable variable acquisition methods. We find that variable temporal and tube current sequences can be performed that impart an effective dose of 5.5 mSv and allow for reductions in MBF estimation root-mean-square error on the order of 20% compared to uniform acquisition sequences with comparable or higher radiation doses.
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