Fast Flowline Based Analysis of Ultrasound Spectral and Vector Velocity Estimators.

A new technique, termed FLUST, is proposed as a computationally cheap alternative to simulations based on randomly positioned scatterers for simulation of stationary blood velocity fields. In FLUST, the flow field is represented as a collection of flow lines. Point spread functions are first calculated at regularly spaced positions along the flow lines, before realizations of single scatterers traversing the flow lines are generated using temporal interpolation. Several flow line realizations are then generated by convolution with temporal noise filters, and finally flow field realizations are obtained by summation of the individual flow line realizations. Flow field realizations produced by FLUST are shown to correspond well to conventional Field II simulations both quantitatively and qualitatively. The added value of FLUST is demonstrated by using the proposed simulation technique to obtain multiple realizations of realistic 3D flow fields at significantly reduced computational cost, and to utilize this information for performance assessment of different spectral and vector velocity estimators for carotid and coronary imaging applications. The computational load of FLUST does not increase substantially with the number of realizations or simulated frames, and for the examples shown it is the fastest alternative when the total number of simulated frames exceeds 48. In the examples, the standard deviation and bias of the velocity estimators are calculated using 100 FLUST realizations, in which case the proposed method is two orders of magnitude faster than simulations based on random scatterer positions.