METHOD AND SYSTEM FOR DATA TRANSFER REDUCTION IN ULTRASOUND IMAGING
20230240664 · 2023-08-03
Inventors
Cpc classification
G06T7/246
PHYSICS
A61B8/52
HUMAN NECESSITIES
A61B8/4483
HUMAN NECESSITIES
International classification
A61B8/00
HUMAN NECESSITIES
G06T3/40
PHYSICS
Abstract
The invention is directed to method for ultrasound (US) imaging using an ultrasound system comprising a US probe (10), wherein the US probe (10) is configured to insonify an imaging region, receive echo signals, digitize the received echo signals and transfer the digitized radiofrequency (RF) data (14) to a data processing unit adapted to beamform the RF data (14). The method comprises acquiring at least one scouting image (15) including an anatomical structure; selecting at least one region of interest (ROI) (16) within the scouting image (15), wherein the at least one ROI (16) includes a portion of the anatomical structure; setting a transmit (TX) scheme (46) and a receive (RX) scheme (48) for US imaging of the imaging region (18), in which the ROI (16) is insonified with different TX and RX settings than the imaging region (18) outside the ROI (16); and acquiring a plurality of US images (26) according to the TX and RX scheme. The US probe (10) is configured to transfer to the data processing unit only the received RF data (14) corresponding to a depth range of the at least one ROI (16) for at least some of the stipulated receive beams (24) reflected from the at least one ROI (16), and is configured to transfer the received RF data corresponding to the full depth of the imaging region (18) for at least some of the receive beams (24) reflected from the imaging region (18) outside the at least one ROI (16).
Claims
1. A method for ultrasound (US) imaging using an ultrasound system comprising a US probe having a transducer array and an analogue-to-digital converter (ADC) array, wherein the US probe is configured to insonify an imaging region, receive echo signals, digitize the received echo signals by the ADC array and transfer the digitized radiofrequency (RF) data to a data processing unit via a bandwidth-limited channel, wherein the data processing unit is adapted to beamform the RF data, the method comprising the following steps: acquiring at least one scouting image of the imaging region, the scouting image including an anatomical structure of interest; selecting at least one region of interest (ROI) within the scouting image, wherein the at least one ROI includes a portion of the anatomical structure; setting a transmit (TX) scheme and a receive (RX) scheme for US imaging of the imaging region, wherein the at least one ROI is insonified with different TX and RX settings than the imaging region outside the at least one ROI; acquiring a plurality of US images according to the TX scheme and the RX scheme; wherein the US probe is configured to transfer to the data processing unit only the received RF data corresponding to a depth range of the at least one ROI for at least some of the stipulated receive beams reflected from the at least one ROI, and is configured to transfer the received RF data corresponding to the full depth of the imaging region for at least some of the receive beams reflected from the imaging region outside the at least one ROI.
2. The method according to claim 1, wherein TX and RX schemes comprise insonifying the at least one ROI with a higher temporal resolution and/or with different types of transmit beams and/or with a different pulse-repetition rate than the imaging region outside the at least one ROI.
3. The method according to claim 1, wherein, in the TX scheme, the transmit power and/or the focusing scheme of transmit beams insonifying the at least one ROI are adapted to the at least one ROI, in particular to the location of the at least one ROI relative to the US probe.
4. The method according to claim 1, wherein the TX scheme and RX scheme comprise interleaving at least one ROI acquisition cycle, in which only the at least one ROI is insonified, between two full acquisition cycles, in which the entire imaging region of the US probe is insonified; and wherein according to the RX scheme, in a ROI acquisition cycle, the US probe is configured to transfer only the received RF data corresponding to a depth range of the at least one ROI for at least some of the stipulated receive beams reflected from the at least one ROI, and, in a full acquisition cycle, the US probe is configured to transfer the received RF data corresponding to the depth range of the entire imaging region of the US probe.
5. The method according to claim 1, wherein the US probe comprises an in-probe memory, wherein the in-probe memory is in particular integrated with the ADC array, the method further comprising the steps of: selecting the digitized RF data corresponding to a depth range of the at least one ROI for at least some of the stipulated receive beams reflected from the at least one ROI for transfer to the data processing unit; buffering at least some of the selected digitized RF data in the in-probe memory in order to delay the transfer of RF data from the US probe when a pre-determined maximum data rate is exceeded.
6. The method according to claim 1, wherein the digitized RF data are compressed, in particular via a discrete wavelet transform, before they are transferred to the data processing unit.
7. The method according to claim 6, wherein the digitized RF data reflected from the at least one ROI are compressed with a different bit depth, in particular a higher bit-depth, and/or with a different subsampling pattern and/or with a different wavelet compression than the digitized RF data reflected from the imaging region outside the at least one ROI.
8. The method according to claim 1, wherein the TX and RX scheme uses a wide transmit beam imaging mode with a plurality of transmit events to insonify the imaging region, wherein only a part of the plurality of transmit events insonifies the at least one ROI, and wherein the transmit events insonifying the at least one ROI are carried out at a higher temporal resolution.
9. The method according to claim 4, wherein the TX scheme uses a plurality of transmit events to insonify the imaging region, wherein a part of the plurality of transmit events insonifies the at least one ROI, wherein spatially equivalent transmit events are initiated at the same time offset in a at least one ROI acquisition cycle and a full acquisition cycle.
10. The method according to claim 1, wherein two or more regions of interest (ROIs) are selected within the scouting image, the two or more ROIs each including a portion of the anatomical structure, wherein in the TX scheme and the RX scheme, the two or more ROIs are insonified with different TX and RX settings than the imaging region outside the two or more ROIs, and wherein at least two different ROIs are insonified with different TX and RX settings with respect to each other.
11. The method according to claim 3, further comprising the following steps: reconstructing ROI images from the ROI acquisition cycle and full US images from the full acquisition cycles; temporally upsampling the full US images in order to achieve the same frame rate of full US images for the entire imaging region as for the ROI images; blending together the upsampled full US images with the ROI images.
12. The method according to claim 10, wherein upsampling is carried out using interpolation, and the interpolation takes into account motion between the at least one ROI and the remaining imaging region, in particular by using a trained neural network.
13. The method according to claim 1, wherein, in the TX scheme, the at least one ROI (16) and the imaging region outside the at least one ROI are insonified by overlapping transmit beams, wherein more transmit beams overlap in the at least one ROI than in the imaging region outside the at least one ROI.
14. The method according to claim 1, wherein the at least one ROI is detected and tracked automatically by a computer vision and/or an artificial intelligence algorithm on the at least one scouting image and/or on the plurality of ultrasound images.
15. An US imaging system adapted to carry out the method according to claim 1, the system comprising an US probe having a transducer array and an ADC array, wherein the US probe is configured to insonify an imaging region, receive echo signals, digitize the received echo signals and transfer the digitized RF data via an interface comprising a bandwidth-limited channel to a data processing unit, wherein the data processing unit is adapted to process and beamform the RF data.
Description
SHORT DESCRIPTION OF THE FIGURES
[0057] Useful embodiments of the invention shall now be described with reference to the attached figures. Similar elements or features are designated with the same reference signs in the figures. Different embodiments shown are explicitly allowed to be combined unless noted otherwise.
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DESCRIPTION OF EMBODIMENTS
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[0071] The transmit and receive parameters may be different for the insonification of the ROI than for the full imaging region. For example, the transmit power and/or the transmit focusing scheme may be adapted depending on the location of the ROI 16. Focused TX may help to do harmonic imaging in the ROI 16. Furthermore, the transmit beams 22 that cover the ROI 16 (TX4-TX6) may be transmitted with a higher frequency than the remaining transmit beams 22 of the imaging region 18.
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[0075] Next, a transmit scheme and a receive scheme are adapted for the US imaging system 114 based on the location of the ROI 16 relative to a US probe 10 of the system. The transmit scheme may, for example, comprise insonifying the ROI with a higher temporal resolution, and/or with different types of transmit beams 22 than the imaging region 18 outside the ROI 16. On the other hand, the receive scheme may be according to the embodiment shown in
[0076] The following steps are to beamform the full frame data 119 and the ROI frame data 121. The ROI images 16a and the full US images 18a are then blended together in a sequence of images to create a temporal sequence of the imaged region, i.e. a video. Thus, a series of US images 26 is created. Optionally, it is conceivable to use one or several of the blended images as a further scouting US image 15 in order to adjust the ROI 16 to accommodate relative movement between the US probe 10 and ROI 16. Accordingly, the steps of this method may be repeated in a cyclical manner, in order to create a plurality of images, wherein the position of the ROI 16 is constantly adjusted.
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[0078] Furthermore, an analogue-to-digital converter (ADC), or preferably an array of ADCs 32, one for each transducer element, is provided. The ADC is adapted to digitize the received echo signals and forward them as RF data 14 to the encoder 42. The encoder 42 may for example be an application specific integrated circuit (ASIC) that comprises an in-probe memory 50 which is adapted to temporarily store the relevant data, such as the RF data corresponding to the depth range of the ROI according to a receive scheme as described herein. The encoder 42 is configured to forward the selected RF data 14 via an interface 36 to an analysis system 40. According to the receive scheme set by the system, the encoder 42 is adapted to forward only the received RF data 14 corresponding to a depth range of the ROI 16 for at least some of the stipulated receive beams 24 reflected from the ROI 16, in particular those receive beams 24 corresponding to transmit beams 22 of a ROI acquisition cycle. The encoder 42 is further configured to transfer the received RF data 14 corresponding to the full depth of the imaging region 18 for at least some of the receive beams 24 reflected from the FOV outside the ROI 16, in particular those receive beams 24 corresponding to transmit beams 22 of a full acquisition cycle.
[0079] Since the interface 36 may have a limited capacity concerning the transfer of data, the encoder 42 is preferably adapted to use an in-probe memory 50 as a buffer, in order to control and equalize the data stream forwarded via the interface 36. For example, in case that the ROI 16 is imaged with a higher frequency than the region outside of the ROI 16, the amount of data to be transferred may vary depending on time and may be larger whenever the full imaging region 18 is imaged compared to when only the ROI 16 is imaged. In order to balance this out, the data may be buffered by holding data back, i.e. storing some of the generated RF data 14 on the in-probe memory 50, when a large amount of RF data 14 is generated, and forwarding the stored data, when an altogether lower amount of RF data 14 is generated, together with the lower amount of currently generated RF data 14. Thus, an even stream of data without any data peaks will be forwarded. Preferably, all the relevant data can be transferred within one complete cycle that comprises both at least one ROI acquisition cycle and one full acquisition cycle with a relatively constant data stream, wherein the data rate does in particular not exceed a predetermined threshold. Advantageously, the encoder 42 may further comprise means to compress RF data 14, e.g. wavelet compression, to achieve a further minimization of the forwarded data.
[0080] The system furthermore comprises an analysis system 40 including a decoder 44 that is configured to receive the transferred RF data 14, possibly decompress it, and provide it to a data processing unit 12 which includes a beamformer. By utilizing the data processing unit 12, the analysis system 40 is adapted to process the RF data 14 and create US images 26.
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[0083] Hence, the total reduction of data rate in the example shown in
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[0085] The images as they are represented in
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[0087] The above discussion is intended to be merely illustrative of the present system and should not be construed as limiting the appended claims to any particular embodiment or group of embodiments. Thus, while the present system has been described in particular detail with reference to exemplary embodiments, it should also be appreciated that numerous modifications and alternative embodiments may be devised by those having ordinary skill in the art without departing from the broader and intended spirit and scope of the present invention, as set forth in the claims that follow. Accordingly, the specification and drawings are to be regarded as an illustrative manner and are not intended to limit the scope of the appended claims.
Reference Signs
[0088] 8 transducer array [0089] 10 US probe [0090] 12 data processing unit [0091] 14 RF data [0092] 15 scouting US image [0093] 16 ROI [0094] 16a ROI image [0095] 18 imaging region [0096] 18a Full US image [0097] 18b interpolated full image [0098] 22 transmit beam [0099] 24 receive beam [0100] 26 series of US images [0101] 27 ventricle [0102] 28 valve [0103] 30 heart [0104] 32 ADC array [0105] 34 receive elements [0106] 34a receive element axis [0107] 35a transmit event axis [0108] 36 interface [0109] 38 beamforming [0110] 38a TX beamforming [0111] 38b RX beamforming [0112] 40 analysis system [0113] 42 encoder [0114] 44 decoder [0115] 46 TX scheme [0116] 48 RX scheme [0117] 50 in-probe memory [0118] 52 B-mode [0119] 114 adapt TX/RX scheme [0120] 116 select ROI [0121] 118 acquire RF Full Frame [0122] 119 beamform Full Frame [0123] 120 acquire ROI frame [0124] 121 beamform ROI frame [0125] 122 video/image blending [0126] 148 select TX and RX scheme [0127] 154 time axis [0128] 200 ultrasound system [0129] 202 ultrasound hardware unit [0130] 204 CPU [0131] 206 GPU [0132] 208 digital storage medium [0133] 210 CD-ROM [0134] 212 internet [0135] 214 user-interface [0136] 216 keyboard [0137] 218 touchpad [0138] 226 screen