Adaptive ultrasound flow imaging
The present disclosure describes ultrasound systems configured to enhance flow imaging and analysis by adaptively adjusting one or more imaging parameters in response to acquired flow measurements. Example systems can include an ultrasound transducer and one or more processors. Using the system components, mean flow velocity magnitude and acceleration can be determined within a target region during an acquisition phase, which may include a cardiac cycle. One or more adjusted flow imaging parameters, such as adjusted ensemble length, temporal smoothing filter length and/or step size, can be determined based on the acquired flow measurements to increase the signal quality of newly acquired ultrasound echo signals. The adjusted flow imaging parameters can then be applied by the ultrasound transducer during a second acquisition phase.
1. An ultrasound imaging system comprising:
an ultrasound transducer configured to acquire echo signals responsive to ultrasound pulses transmitted toward a target region comprising fluid flow;
one or more processors in communication with the ultrasound transducer and configured to:
determine one or more flow properties of the fluid flow on a frame-by-frame basis within the target region based on one or more groups of echo signals acquired during a first acquisition phase, wherein the one or more flow properties comprise a mean flow velocity magnitude and an acceleration; and
determine one or more adjusted flow imaging parameters based on the one or more flow properties, wherein the one or more adjusted flow imaging parameters comprise an adjusted ensemble length and an adjusted step size, and wherein step size is related to flow acceleration or deceleration and is used for autocorrelation estimation; and
a beamformer coupled with the ultrasound transducer and configured to apply the one or more adjusted flow imaging parameters on a frame-by-frame basis when obtaining a next group of echo signals acquired by the ultrasound transducer during a second acquisition phase.
2. The ultrasound imaging system of claim 1 , wherein the one or more processors are further configured to determine a signal-to-noise ratio (SNR) based on the one or more groups of echo signals.
3. The ultrasound imaging system of claim 2 , wherein the one or more processors are further configured to compare the SNR to a threshold value, and:
if the SNR is not greater than the threshold value, repeat the steps of:
determining the one or more flow properties of the fluid flow on a frame-by-frame basis within the target region based on the one or more groups of echo signals acquired during the first acquisition phase; and
determining the one or more adjusted flow imaging parameters based on the one or more flow properties; and
if the SNR is greater than the threshold value, place a hold on additional flow imaging parameter adjustments.
4. The ultrasound imaging system of claim 1 , further comprising a graphical user interface configured to display a selectable graphic for initiating the one or more processors.
5. The ultrasound imaging system of claim 4 , wherein the graphical user interface is further configured to display the one or more flow properties and/or the one or more adjusted flow imaging parameters.
6. The ultrasound imaging system of claim 4 , wherein the graphical user interface is configured to display a SNR based on the one or more groups of echo signals.
7. The ultrasound imaging system of claim 1 , wherein the first acquisition phase comprises 1 to 4 cardiac cycles, inclusive.
8. The ultrasound imaging system of claim 1 , wherein the first acquisition phase and the second acquisition phase together comprise consecutive cardiac cycles.
9. The ultrasound imaging system of claim 1 , wherein the one or more groups of echo signals comprise a plurality of groups of echo signals, and wherein between 15 and 60 groups of echo signals of the plurality of groups of echo signals are acquired per second.
10. A method of ultrasound imaging, the method comprising:
acquiring echo signals responsive to ultrasound pulses transmitted into a target region comprising fluid flow by an ultrasound transducer operatively coupled to an ultrasound system;
determining one or more flow properties of the fluid flow on a frame-by-frame basis within the target region based on one or more groups of echo signals;
determining one or more adjusted flow imaging parameters based on the one or more flow properties, wherein the one or more adjusted flow imaging parameters comprise an adjusted ensemble length and an adjusted step size, and wherein step size is related to flow acceleration or deceleration and is used for autocorrelation estimation; and
applying the one or more adjusted flow imaging parameters on a frame-by-frame basis when obtaining a next group of echo signals acquired by the ultrasound transducer.
11. The method of claim 10 , wherein the one or more flow properties comprise a mean flow velocity magnitude and an acceleration.
12. The method of claim 10 , further comprising determining and displaying a SNR based on the one or more groups of echo signals.
13. The method of claim 12 , further comprising comparing the SNR to a threshold value, and:
if the SNR is not greater than the threshold value, repeating the steps of:
determining the one or more flow properties of the fluid flow on a frame-by-frame basis within the target region based on the one or more groups of echo signals acquired during a first acquisition phase; and
determining the one or more adjusted flow imaging parameters based on the one or more flow properties; and
if the SNR is greater than the threshold value, placing a hold on additional flow imaging parameter adjustment.
14. The method of claim 10 , further comprising displaying the one or more flow properties and/or the one or more adjusted flow imaging parameters.
15. The method of claim 10 , further comprising displaying a selectable graphic for initiating the determining of the one or more adjusted flow imaging parameters.
16. A non-transitory computer-readable medium comprising executable instructions, which when executed cause a processor of a medical imaging system to perform the method of claim 13 .