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Optimizing cardiac diffusion tensor imaging in vivo: More directions or repetitions?
Sam Coveney1, David Shelley2, Richard Foster1
1Leeds Institute of Cardiovascular and Metabolic Medicine (LICAMM), University of Leeds, Leeds, UK.
Summary
Optimizing cardiac diffusion tensor imaging (cDTI) protocols improves accuracy and precision. Prioritizing more diffusion directions and longer scan times enhances results for clinical harmonization.
Area of Science:
- Cardiovascular MRI
- Diffusion Tensor Imaging
- Medical Imaging Physics
Background:
- Cardiac diffusion tensor imaging (cDTI) is sensitive to imaging parameters.
- Optimization of parameters like diffusion encoding directions (ND) and repetitions (NR) is crucial for clinical application.
- Current clinical guidance for cDTI parameter optimization is lacking.
Purpose of the Study:
- To assess the impact of varying ND and total acquisitions (NA_all) on cDTI accuracy and precision.
- To provide data-driven recommendations for optimizing cDTI acquisition protocols.
- To guide the harmonization of cDTI across different clinical settings.
Main Methods:
- Acquired spin echo cDTI data in 10 healthy volunteers on a 3T scanner.
- Subsampled data to create 96 schemes with varying ND (6-30) and NA_all (33-180).
- Used stratified bootstrapping with robust fitting to evaluate accuracy (RMSD) and precision (SD) of cDTI metrics.
Main Results:
- Increasing ND from 6 to 30 significantly reduced RMSD and SD for MD, FA, HA, and |E2A| at fixed acquisition times.
- Acquiring sufficient low b-value data showed a trend towards improved MD and FA accuracy and precision.
- Longer acquisition times (quadrupling NA_all) substantially improved accuracy and precision across all metrics.
Conclusions:
- Prioritizing the number of diffusion encoding directions over repetitions is beneficial for fixed scan times.
- Sufficient low b-value data and longer protocols enhance cDTI accuracy and precision.
- Recommended clinically relevant protocols include ND=30 and a low to high b-value acquisition ratio (NA_b50:NA_b500) of at least 1/3.
Keywords:
Cardiac MRIDiffusion encoding directionsDiffusion schemesDiffusion tensor imagingHeartMyocardiumMore Related Videos
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