NMR in Biomedicine · 2013 · 435 citations · 51 references
MedicineRadiologyBiomedical ImagingDiagnostic ImagingDiagnostic RadiologyDiffusion ImagingImagingMagnetic Resonance Image ReconstructionMagnetic Resonance ImagingMagnetic Resonance Imaging PhysicsMedical ImagingAngular ResolutionB-value OptimizationDiffusion Magnetic Resonance ImagingDiffusion Mri AcquisitionFourier Series AnalysisHigh Angular Resolution Diffusion ImagingSpherical Harmonic AnalysisSpherical Harmonic Representation
HARDI is widely used, yet the optimal b value and number of diffusion‑weighted directions remain unclear because of the many reconstruction methods and parameters. The study aims to determine the minimum number of DW directions and optimal b values for HARDI by analyzing the angular frequency content of the DW signal. The authors employ spherical harmonic series, the spherical analogue of Fourier series, to examine the angular frequency content of the DW signal. Analysis of high‑quality data shows that SH terms above l = 8 are negligible up to 5000 s/mm², indicating that at least 45 DW directions are sufficient, and that b = 3000 s/mm² provides the highest angular resolution, though more than 45 directions are recommended in practice. © 2013 John Wiley & Sons, Ltd.
High‐angular‐resolution diffusion‐weighted imaging (HARDI) is one of the most common MRI acquisition schemes for use with higher order models of diffusion. However, the optimal b value and number of diffusion‐weighted (DW) directions for HARDI are still undetermined, primarily as a result of the large number of available reconstruction methods and corresponding parameters, making it impossible to identify a single criterion by which to assess performance. In this study, we estimate the minimum number of DW directions and optimal b values required for HARDI by focusing on the angular frequency content of the DW signal itself. The spherical harmonic (SH) series provides the spherical analogue of the Fourier series, and can hence be used to examine the angular frequency content of the DW signal. Using high‐quality data acquired along 500 directions over a range of b values, we estimate that SH terms above l = 8 are negligible in practice for b values up to 5000 s/mm 2 , implying that a minimum of 45 DW directions is sufficient to fully characterise the DW signal. l > 0 SH terms were found to increase as a function of b value, levelling off at b = 3000 s/mm 2 , suggesting that this value already provides the highest achievable angular resolution. In practice, it is recommended to acquire more than the minimum of 45 DW directions to avoid issues with imperfections in the uniformity of the DW gradient directions and to meet signal‐to‐noise requirements of the intended reconstruction method. Copyright © 2013 John Wiley & Sons, Ltd.
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Communication in the Presence of Noise
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