Quantification of blood flow with ultrasound B-mode imaging
For quantification of blood flow by an ultrasound system, B-mode images generated with a multi-transmit, coherent image formation produce swirling or other speckle patterns in the blood regions. These patterns, as represented in specially formed B-mode images, are tracked over time to indicate two or three-dimensional velocity vectors of the blood at a B-mode resolution. Various visualizations may be provided at the same resolution, including the velocity flow field, flow direction, vorticity, vortex size, vortex shape, and/or divergence.
1 . An ultrasound system for quantification of blood flow, the system comprising:
a transmit beamformer configured to generate waveforms for transmit events;
a B-mode detector configured to generate a sequence of B-mode images, each of the B-mode images responsive to multiple of the transmit events for each of a plurality of locations, the B-mode images including a pattern resulting from use of the multiple of the transmit events for each of the B-mode images;
an image processor configured to determine blood flow velocity for each of the locations from pattern tracking of the sequence of B-mode images, the image processor configured to determine flow vectors from a prior model of anatomy, the flow vectors calculated based on fluid dynamics in a flow structure of the anatomy, the image processor configured to determine the blood flow velocity for each of the locations from both the pattern tracking and the flow vectors being used as terms in a function solved to determine the blood flow velocity; and
a display configured to generate a flow image of the blood flow velocities.
2 . The ultrasound system of claim 1 wherein the B-mode images comprises synthetic aperture formation as a combination of data from the multiple of the transmit events for each of the locations represented by each of the B-mode images.
3 . The ultrasound system of claim 1 wherein the flow image comprises flow paths or flow direction derived from the blood flow velocities.
4 . The ultrasound system of claim 1 wherein the flow image comprises a vector field of the blood flow velocities.
5 . The ultrasound system of claim 1 wherein the flow image comprises a vortex or vortex size and shape derived from the blood flow velocities.
6 . The ultrasound system of claim 1 wherein the image processor is configured to determine the blood flow velocity by iterative optimization of the function wherein the function comprises a first energy term for the pattern tracking, a second energy term for the flow vectors, and a third energy term, the third energy term comprising a smoothing term.
7 . The ultrasound system of claim 1 wherein the image processor is configured to determine the blood flow velocities with application of a spatial filter to each of the B-mode images with a linear or nonlinear filter.
8 . The ultrasound system of claim 1 wherein the flow image comprises curl of the blood flow velocity mapped to color.
9 . The ultrasound system of claim 1 wherein the flow image comprises divergence of the blood flow velocity mapped to color.
10 . The ultrasound system of claim 1 where the flow image comprises different sizes and different shapes of vortices based on the blood flow velocities.
11 . An ultrasound system for quantification of blood flow, the system comprising:
a B-mode detector configured to generate B-mode images with synthetic aperture, the B-mode images including patterns in the blood flow for response from blood due to the synthetic aperture;
an image processor configured determine a flow field of two or three-dimensional velocities of the blood from the pattern response for the blood of the B-mode images, wherein the determination comprises iterative optimization as a function of first and second energy terms, the first energy term comprising pattern tracking and the second energy term comprising a prior model of flow based on fluid dynamics in heart structure for the heart of the patient, the two or three-dimensional velocities determined at a resolution of the B-mode images; and
a display configured to display a flow image as a function of the velocities of the flow field, the flow image having the resolution of the B-mode images for flow information, wherein the flow image comprises: (a) curl of the flow field mapped to color, the curl having the resolution, or (b) divergence of the flow field mapped to color, the divergence having the resolution.
12 . The ultrasound system of claim 11 wherein the B-mode images comprises synthetic aperture formation as a combination of data from the multiple of the transmit events for each of the locations represented by each of the B-mode images.
13 . The ultrasound system of claim 11 wherein the flow image comprises flow paths or flow direction derived from the blood flow velocities, a vector field of the blood flow velocities, or a vortex or vortex size and shape derived from the blood flow velocities.
14 . The ultrasound system of claim 11 wherein the function includes a third energy term comprising a smoothing term.
15 . The ultrasound system of claim 11 wherein the image processor is configured to determine the blood flow velocities with application of a spatial filter to each of the B-mode images with a linear or nonlinear filter.
16 . The ultrasound system of claim 11 wherein the flow image comprises curl or divergence of the blood flow velocity mapped to color.
17 . The ultrasound system of claim 11 where the flow image comprises different sizes and different shapes of vortices based on the blood flow velocities.