All publications and patent applications mentioned in this specification are herein incorporated by reference to the same extent as if each individual publication or patent application was specifically and individually indicated to be incorporated by reference.
The present invention relates generally to imaging techniques used in medicine, and more particularly to medical ultrasound, and still more particularly to an apparatus for producing ultrasonic images using multiple apertures.
In conventional ultrasonic imaging, a focused beam of ultrasound energy is transmitted into body tissues to be examined and the returned echoes are detected and plotted to form an image. In echocardiography, the beam is usually stepped in increments of angle from a center probe position, and the echoes are plotted along lines representing the paths of the transmitted beams. In abdominal ultrasonography, the beam is usually stepped laterally, generating parallel beam paths, and the returned echoes are plotted along parallel lines representing these paths.
The basic principles of conventional ultrasonic imaging are described in the first chapter of Echocardiography, by Harvey Feigenbaum (Lippincott Williams & Wilkins, 5th ed., Philadelphia, 1993). It is well known that the average velocity v of ultrasound in human tissue is about 1540 m/sec, the range in soft tissue being 1440 to 1670 m/sec (P. N. T. Wells, Biomedical Ultrasonics, Academic Press, London, New York, San Francisco, 1977). Therefore, the depth of an impedance discontinuity generating an echo can be estimated as the round-trip time for the echo multiplied by v/2, and the amplitude is plotted at that depth along a line representing the path of the beam. After this has been done for all echoes along all beam paths, an image is formed. The gaps between the scan lines are typically filled in by interpolation.
In order to insonify the body tissues, a beam formed by an array of transducer elements is scanned over the tissues to be examined. Traditionally, the same transducer array is used to detect the returning echoes. The use of the same transducer array to both produce the beam and detect returning echoes is one of the most significant limitations in the use of ultrasonic imaging for medical purposes; this limitation produces poor lateral resolution. Theoretically, the lateral resolution could be improved by increasing the aperture of the ultrasonic probe, but the practical problems involved with aperture size increase have kept apertures small and lateral resolution diminished. Unquestionably, ultrasonic imaging has been very useful even with this limitation, but it could be more effective with better resolution.
In the practice of cardiology, for example, the limitation on single aperture size is dictated by the space between the ribs (the intercostal spaces). For scanners intended for abdominal and other use, the limitation on aperture size is a serious limitation as well. The problem is that it is difficult to keep the elements of a large aperture array in phase because the speed of ultrasound transmission varies with the type of tissue between the probe and the area of interest. According to Wells (Biomedical Ultrasonics, as cited above), the transmission speed varies up to plus or minus 10% within the soft tissues. When the aperture is kept small, the intervening tissue is assumed to be homogeneous, and any variation is consequently ignored. When the size of the aperture is increased to improve the lateral resolution, the additional elements of a phased array may be out of phase and may actually degrade the image rather than improve it.
In the case of abdominal imaging, it has also been recognized that increasing the aperture size could improve the lateral resolution. Although avoiding the ribs is not a problem, beam forming using a sparsely filled array and, particularly, tissue speed variation needs to be compensated. With single aperture ultrasound probes, it has been commonly assumed that the beam paths used by the elements of the transducer array are close enough together to be considered similar in tissue density profile, and therefore that no compensation was necessary. The use of this assumption, however, severely limits the size of the aperture that can be used.
The problems of limited total aperture size have been addressed by the development of multiple aperture ultrasound imaging techniques as shown and described for example in U.S. Pat. No. 8,007,439, and US Patent Application Publication 2011/0201933.
In one embodiment, an ultrasound imaging system is provided, comprising an ultrasound transducer array, the ultrasound transducer array having a concave curvature about at least one axis, a first transmit aperture in the ultrasound transducer array configured to insonify a scatterer with ultrasound energy, a first receive aperture in the ultrasound transducer array configured to receive ultrasound echoes from the scatterer, the first receive aperture being located apart from the first transmit aperture, and a control system in electronic communication with the ultrasound transducer array, the control system configured to access calibration data describing a position and orientation of the first transmit aperture and the first receive aperture, the control system configured to form an ultrasound image with the echoes received by the first receive aperture.
In some embodiments, the system further comprises a second receive aperture in the ultrasound transducer array configured to receive echoes from the scatterer, the second receive aperture being located apart from the first transmit aperture and the first receive aperture, wherein the control system is configured to access calibration data describing a position and orientation of the second receive aperture, and wherein the control system is configured to form an ultrasound image with the echoes received by the first and second receive apertures.
In some embodiments, the ultrasound transducer array has a concave curvature about at least two axes.
In one embodiment, the calibration data is stored in the control system. In other embodiments, the calibration data is stored remotely from the control system. In one embodiment, the calibration data is stored in a chip housed within a probe housing along with the array.
A method of ultrasound imaging is provided, comprising, transmitting ultrasound energy towards a scatterer with transmit aperture on an ultrasound transducer array having a concave curvature about at least one axis, receiving ultrasound echoes from the scatterer with a first receive aperture on the ultrasound transducer array, obtaining calibration data containing a position and orientation of ultrasound transducers in the first transmit aperture and the first receive aperture, and forming an ultrasound image with the ultrasound echoes received by the first receive aperture.
In some embodiments, the method further comprises receiving ultrasound echoes from the scatterer with a second receive aperture on the ultrasound transducer array; obtaining calibration data containing a position and orientation of ultrasound transducers in the second receive aperture, and forming an ultrasound image with the ultrasound echoes received by the first and second receive apertures.
Another ultrasound imaging system comprises an ultrasound transducer array; a first transmit aperture in the ultrasound transducer array configured to insonify a scatterer with ultrasound energy, a first receive aperture in the ultrasound transducer array configured to receive ultrasound echoes from the scatterer, the first receive aperture being located apart from the first transmit aperture, a second receive aperture in the ultrasound transducer array configured to receive ultrasound echoes from the scatterer, the second receive aperture being located apart from the first transmit aperture and the first receive aperture, and a control system in electronic communication with the ultrasound transducer array, the control system configured to change a total aperture size of the system by switching from receiving echoes with the first receive aperture to receiving echoes with the second receive aperture.
In one embodiment, the control system is configured to access calibration data describing a position and orientation of the first transmit aperture, the first receive aperture, and the second receive aperture, wherein the control system is configured to form an ultrasound image with the echoes received by the first and second receive apertures.
In some embodiments, the control system is configured to change the total aperture size automatically upon detection of an obstruction.
An ultrasound imaging system is also provided, comprising an ultrasound transducer array, a first transmit aperture in the ultrasound transducer array configured to insonify a scatterer with ultrasound energy; a second transmit aperture in the ultrasound transducer array configured to insonify the scatterer with ultrasound energy, a first receive aperture in the ultrasound transducer array configured to receive ultrasound echoes from the scatterer, the first receive aperture being located apart from the first transmit aperture; a second receive aperture in the ultrasound transducer array configured to receive ultrasound echoes from the scatterer, the second receive aperture being located apart from the first transmit aperture and the first receive aperture, and a control system in electronic communication with the ultrasound transducer array, the control system configured to change an aperture view angle of the system by switching from transmitting ultrasound energy with the first transmit aperture to transmitting ultrasound energy with the second transmit aperture, and switching from receiving echoes with the first receive aperture to receiving echoes with the second receive aperture, wherein a transmit/receive angle between the first transmit aperture and the first receive aperture is approximately the same as the transmit/receive angle between the second transmit aperture and the second receive aperture.
In one embodiment, the control system is configured to access calibration data describing a position and orientation of the first transmit aperture, the first receive aperture, and the second receive aperture, wherein the control system is configured to form an ultrasound image with the echoes received by the first and second receive apertures.
In another embodiment, the control system is configured to change the aperture view angle automatically upon detection of an obstruction.
A method of ultrasound imaging is provided, comprising transmitting ultrasound energy towards a scatterer with a first transmit aperture on an ultrasound transducer array having a concave curvature about at least one axis, receiving ultrasound echoes from the scatterer with a first receive aperture on the ultrasound transducer array, detecting an obstruction between the scatterer and the first receive aperture, and after detecting the obstruction, receiving ultrasound echoes from the scatterer with a second receive aperture on the ultrasound transducer array.
In some embodiments, the detecting step is performed by a sonographer. In other embodiments, the detecting step is performed automatically by a control system.
In one embodiment, the transducer array has a concave curvature about at least two axes.
In one embodiment, the after detecting step further comprises after detecting the obstruction, receiving ultrasound echoes from the scatterer with the second receive aperture on the ultrasound transducer array, wherein the obstruction is not located between the scatterer and the second receive aperture.
A method of ultrasound imaging is provided, comprising transmitting ultrasound energy towards a scatterer with a first transmit aperture on an ultrasound transducer array having a concave curvature about at least one axis, receiving ultrasound echoes from the scatterer with a first receive aperture on the ultrasound transducer array; detecting an obstruction between the scatterer and the first transmit aperture, and after detecting the obstruction, transmitting ultrasound energy towards the scatterer with a second transmit aperture on the ultrasound transducer array.
In one embodiment, the detecting step is performed by a sonographer. In another embodiment, the detecting step is performed automatically by a control system.
In some embodiments, the transducer array has a concave curvature about at least two axes.
Another embodiment of an ultrasound imaging device comprises a probe housing, at least two ultrasound transducer arrays disposed on our near the probe housing, and at least one hinge mechanism configured to couple each of the ultrasound transducer arrays to the probe housing, the hinge mechanisms configured to allow adjustment of the position or orientation of the ultrasound transducer arrays so as to conform to a physiology of interest.
In some embodiments, the device further comprises a locking mechanism configured to lock the hinge mechanisms.
A method of ultrasound imaging is provided, comprising placing an ultrasound imaging probe having at least two ultrasound arrays into contact with a patient, allowing each of the ultrasound arrays to individually conform to the physiology of the patient, locking the ultrasound arrays into a conformed configuration, calibrating the ultrasound imaging probe in the conformed configuration, and after the calibrating step, generating ultrasound images of the patient with the ultrasound imaging probe.
Some embodiments herein provide systems and methods for designing, building and using ultrasound probes having continuous arrays of ultrasound transducers which may have a substantially continuous concave curved shape in two or three dimensions (i.e. concave relative to an object to be imaged). Other embodiments herein provide systems and methods for designing, building and using ultrasound imaging probes having other unique configurations, such as adjustable probes and probes with variable configurations.
The use of calibrated multiple aperture array or arrays combined with multiple aperture imaging methods allow for custom shaped, concave or even adjustable probes to be utilized in ultrasound imaging. Further, uniquely shaped ultrasound probe solutions are desirable in order to overcome the various shortcomings in the conventional rectangular linear, matrix or capacitive micromachined ultrasonic transducer or “CMUT” arrays in order to maintain information from an extended phased array “in phase”, and to achieve a desired level of imaging lateral resolution.
In some embodiments, the ultrasound imaging system may be configured to allow for manual or automatic control of view angle, beam width and aperture size. This feature can be very advantageous when attempting to image tissue obscured by gas, bone or other ultrasound-opaque structures (e.g. vertebrae, joints, peripheral vasculature, organs located inside the thoracic cavity, etc.). With a shaped probe placed over the region of interest, the sonographer may control view angle of the target. Once the desired view angle is selected, the sonographer may electronically control aperture width in order to achieve the best resolution at the desired depth.
In one embodiment, there is a medical ultrasound apparatus having: (a) electronics configured for pulsing piezoelectric elements to transmit ultrasonic waves into human (or animal) tissue; (b) electronics configured to receive the resulting echo signals; (c) electronics configured to process the echo signals to form images; and (d) a probe having a plurality of receive elements within a receive subaperture, where the receive subaperture is sufficiently small that speed of sound variations in the paths from scatterers to each of the receive elements are sufficiently small to avoid phase cancelation when coherent averaging is used based on the assumption of uniform speed of sound profile over all paths. In addition, the probe may have a transmit element or plurality of transmit elements within a transmit subaperture, with at least one of the transmit elements being separated from the receive subaperture(s).
In another embodiment, the separation of transmit elements from elements of a receive subaperture is imposed for the purpose of increasing the total aperture width which determines the lateral resolution of the system without making the receive subaperture so large that phase cancellation degrades the image.
In another embodiment, the transmit subaperture may be sufficiently small that speed of sound variations in the paths from the transmit elements to scatterers are sufficiently small that the differences between the actual transmit times along these paths and the theoretical times assuming a constant nominal speed of sound vary from each other by a substantially small amount. In some embodiments, an acceptable variation in actual vs. theoretical travel times is less than one period of the ultrasound pulse. In some embodiments, the imaging control electronics insonifies the tissue to be imaged with a single ping, and beamforming and image processing electronics may form images by coherent addition of images formed by each single ping. In other embodiments, the beamforming and image processing electronics may form images by incoherent addition of images formed by each single ping.
Imaging transmit control electronics, beamforming electronics and image processing electronics may be collectively referred to herein as multiple aperture ultrasound imaging (or MAUI) electronics.
In still another embodiment, the MAUI electronics may form images by using image alignment such as cross correlation to align images and then adding the images incoherently.
In still another embodiment, the transmit aperture is not necessarily small and may include a receive subaperture. The MAUI electronics may insonify the tissue to be imaged with a single ping and may form images by incoherent addition of complete images formed by each single ping. Still further, the MAUI electronics may be configured to form images by using cross correlation to align images and then adding the images incoherently. In another embodiment, the system controller may include the processing capability where images formed with the different groups can be averaged together to form images with reduced noise and artifacts.
The improvements described herein are applicable to a wide variety of probe types including, for example, a general radiology concaved multiple aperture probe, a bracelet multiple aperture probe, a palm multiple aperture probe, and an adjustable multiple aperture probe.
In other alternative embodiments, aspects of the present provide for using unfocused pings for transmit, the transmit aperture can be much wider than the receive aperture and can enclose it.
In additional embodiments, receive elements of only one aperture can be used to construct an image when a transmit pulse or wave comes from an element or array of elements located outside and away from the receive elements' aperture, without using speed of sound correction in order to achieve a coherently averaged image.
Although several embodiments herein are described with reference to medical ultrasound imaging, the skilled artisan will recognize that features and advantages of the embodiments herein may also be achieved in non-medical ultrasound imaging applications, or in non-imaging applications of ultrasound.
As used herein the terms “ultrasound transducer” and “transducer” may carry their ordinary meanings as understood by those skilled in the art of ultrasound imaging technologies, and may refer without limitation to any single component capable of converting an electrical signal into an ultrasonic signal and/or vice versa. For example, in some embodiments, an ultrasound transducer may comprise a piezoelectric device. In other embodiments, ultrasound transducers may comprise capacitive micromachined ultrasound transducers (CMUT).
Transducers are often configured in arrays of multiple individual transducer elements. As used herein, the terms “transducer array” or “array” generally refers to a collection of transducer elements mounted to a common backing plate. Such arrays may have one dimension (1D), two dimensions (2D), 1.5 dimensions (1.5D) or three dimensions (3D). Other dimensioned arrays as understood by those skilled in the art may also be used. Transducer arrays may also be CMUT arrays. An element of a transducer array may be the smallest discretely functional component of an array. For example, in the case of an array of piezoelectric transducer elements, each element may be a single piezoelectric crystal or a single machined section of a piezoelectric crystal.
A 2D array can be understood to refer to a substantially planar structure comprising a grid of ultrasound transducer elements. Such a 2D array may include a plurality of individual elements (which may be square, rectangular or any other shape) arranged in rows and columns along the surface of the array. Often, a 2D array is formed by cutting element sections into a piezoelectric crystal.
As used herein, references to curved 1D, 1.5D or 2D transducer arrays are intended to describe ultrasound transducer arrays with curved surfaces having a curvature about only one axis (e.g., a transverse axis of a rectangular array). Thus, embodiments of 1D, 1.5D or 2D curved arrays may be described as partial cylindrical sections.
As used herein, the term “3D array” or “3D curved array” may be understood to describe any ultrasound transducer array with a curved surface having curvature about two or more axes (e.g., both transverse and longitudinal axes of a rectangular array). Elements of a 3D curved array may be displaced relative to all adjacent elements in three dimensions. Thus, 3D curved arrays may be described as having a 3-dimensional quadric surface shape, such as a paraboloid or a section of a spherical surface. In some cases, the term 3D array may refer to curved CMUT arrays in addition to machined piezoelectric arrays.
As used herein, the terms “transmit element” and “receive element” may carry their ordinary meanings as understood by those skilled in the art of ultrasound imaging technologies. The term “transmit element” may refer without limitation to an ultrasound transducer element which at least momentarily performs a transmit function in which an electrical signal is converted into an ultrasound signal. Similarly, the term “receive element” may refer without limitation to an ultrasound transducer element which at least momentarily performs a receive function in which an ultrasound signal impinging on the element is converted into an electrical signal. Transmission of ultrasound into a medium may also be referred to herein as “insonifying.” An object or structure which reflects ultrasound waves may be referred to as a “reflector” or a “scatterer.”
As used herein, the term “aperture” may refer to a conceptual “opening” through which ultrasound signals may be sent and/or received. In actual practice, an aperture is simply a group of transducer elements that are collectively managed as a common group by imaging control electronics. For example, in some embodiments an aperture may be a physical grouping of elements which may be physically separated from elements of an adjacent aperture. However, adjacent apertures need not necessarily be physically separated.
It should be noted that the terms “receive aperture,” “insonifying aperture,” and/or “transmit aperture” are used herein to mean an individual element, a group of elements within an array, or even entire arrays with in a common housing, that perform the desired transmit or receive function from a desired physical viewpoint or aperture. In some embodiments, such transmit and receive apertures may be created as physically separate components with dedicated functionality. In other embodiments, any number of send and/or receive apertures may be dynamically defined electronically as needed. In other embodiments, a multiple aperture ultrasound imaging system may use a combination of dedicated-function and dynamic-function apertures.
As used herein, the term “total aperture” refers to the total cumulative size of all imaging apertures. In other words, the term “total aperture” may refer to one or more dimensions defined by a maximum distance between the furthest-most transducer elements of any combination of send and/or receive elements used for a particular imaging cycle. Thus, the total aperture is made up of any number of sub-apertures designated as send or receive apertures for a particular cycle. In the case of a single-aperture imaging arrangement, the total aperture, subaperture, transmit aperture, and receive aperture will all have the same dimensions. In the case of a multiple aperture imaging arrangement, the dimensions of the total aperture includes the sum of the dimensions of all send and receive apertures.
In some embodiments, two apertures may be located adjacent one another on a continuous array. In still other embodiments, two apertures may overlap one another on a continuous array, such that at least one element functions as part of two separate apertures. The location, function, number of elements and physical size of an aperture may be defined dynamically in any manner needed for a particular application. Constraints on these parameters for a particular application will be discussed below and/or will be clear to the skilled artisan.
Multiple aperture ultrasound imaging techniques can benefit substantially from the physical and logical separation of ultrasound transmitting and receiving functions. In some embodiments, such systems may also substantially benefit from the ability to receive echoes substantially simultaneously at two or more separate receive apertures which may be physically spaced from a transmit aperture. Further benefits may be achieved by using one or more receive apertures located on a different scan plane than elements of a transmit aperture.
Elements and arrays described herein may also be multi-function. That is, the designation of transducer elements or arrays as transmitters in one instance does not preclude their immediate redesignation as receivers in the next instance. Moreover, embodiments of the control system herein include the capabilities for making such designations electronically based on user inputs, pre-set scan or resolution criteria, or other automatically determined criteria.
In some embodiments, each echo detected at a receive aperture may be stored separately in volatile or non-volatile memory within the imaging electronics. If the echoes detected at a receive aperture are stored separately for each pulse from the insonifying aperture, an entire two-dimensional image can be formed from the information received by as few as just one element. Additional copies of the image can be formed by additional receive apertures collecting data from the same set of insonifying pulses. Ultimately, multiple images can be created substantially simultaneously from one or more apertures and combined to achieve a comprehensive 2D or 3D image.
Multiple Aperture Ultrasound Imaging (MAUI) methods and systems have been previously introduced in Applicants' prior US patent applications referenced above. These applications describe multiple aperture imaging techniques and systems including embodiments which consider each individual receive element as an independent aperture from which a complete 2D image can be formed. Many such receive apertures can form many reconstructions of the same 2D image but with different point spread functions and different noise components. A combination of these images provides a vastly-improved overall image in terms of both lateral resolution and reduction of speckle noise.
As discussed in Applicant's previous applications, in order for the images from multiple receive apertures to be combined coherently, the relative acoustic position of each element relative to the transmit element(s) (or some other fixed coordinate system relative to the probe) must be known precisely to a desired degree of accuracy. Traditionally, the position of transducer elements is typically assumed to correspond to a geometric center of a structure forming an element. For example, in the case of a conventional 1D phased array probe, the mechanical position of the elements may determined by the size of the cuts inside the crystal wafer 110, in
However, the acoustic position of transducer elements may not necessarily correspond exactly to their geometric or mechanical positions. Therefore, in some embodiments, the true acoustic position of each element in an array can be determined by a calibration system and process, as described in Applicants' previous applications.
Substantial imaging and practical use benefits may be achieved by using multiple aperture imaging processes with a concave curved ultrasound transducer array. In some embodiments, a concave transducer array may have a relatively large radius of curvature, as shown for example in
Although the following embodiments are described with reference to a single, continuous transducer array, the skilled artisan will recognize that the same basic structures, features and benefits may be achieved by using a plurality of separate transducer arrays, each of which may have a planar or curved shape as desired. Thus, it is to be appreciated that any number of elements or blocks of arrays may be used in a multiple aperture probe using the systems and methods described herein.
As will be discussed in more detail below, in some embodiments, a concave ultrasound imaging probe may be used in combination with imaging control electronics having a number of unique adjustment and control parameters. For example, by providing a substantially continuous concave curved transducer array in combination with suitable control electronics, the physical location of transmit and/or receive apertures may be changed dynamically without moving the probe. Additionally, the size and number of elements assigned to a transmit and/or receive aperture may be changed dynamically. Such adjustments may allow an operator to adapt a system for a broad range of variations in use and patient physiology.
Based on calibrated acoustic position data defining the position of each element, individual distances of all receive elements in R1 from the element(s) of the transmit aperture T1 for this capture period may be computed in firmware or hardware. This allows data from the receive aperture R1 to be assembled into an aligned image in real time immediately upon receipt. Image compounding or post processing is not required and may be omitted.
The size (e.g. width) of the single aperture of a conventional phased array probe, and hence the resolution, can be severely limited by the variation of speed of sound in the tissue between the transducer and the organ of interest. Although speed of sound in various soft tissues throughout the body can vary by +/−10%, it is usually assumed that the speed of sound is constant in the path between the transducer and the organ of interest. This assumption is valid for narrow transducer arrays in systems using one transducer array (e.g., a single array used for both transmit and receive). However, the constant speed of sound assumption breaks down as the probe's total aperture becomes wider because the ultrasound pulses pass through more tissue and possibly diverse types of tissue. Tissue diversity under the length of the transducer array may affect both the transmit and the receive functions.
When a reflector such as reflector 170 in
The maximum physical size of the aperture R1 for which coherent addition can be effective is dependent on tissue variation within the patient and cannot be computed accurately in advance. Conventional ultrasound imaging systems are typically designed with an aperture width that is a compromise for a wide range of possible patients, studies and view angles so as to avoid phase conflicts for a wide range of expected uses. However, because they involve compromise, such conventional probes do not necessarily produce an optimum image. Phase coherence is equally important when using a group of elements to generate a focused transmit beam, and again is often a compromise in conventional transducer array widths and operation.
Thus, in some embodiments, the size (e.g., width in terms of number of designated elements) of transmit and/or receive apertures may be controlled either automatically or manually using controls such as the multiple aperture ultrasound imaging system control panel shown in
An optimum receive aperture size for a particular patient or application may be determined electronically or controlled manually. The optimum aperture is the aperture size that retains the best signal to noise ratio while still in phase. An aperture that is too wide will lose one or both of these qualities, and degrade the image. Therefore in some embodiments, the sonographer may control the size of the group of receiver elements used for each receiver group R1 in
The size of the group of transmitter elements T1 depends on whether the transmitted pulse is a focused beam formed from the phased firing of a group of transducer elements or an unfocused pulse from just one or a few elements at a time. In the first case, the transmit aperture size may be limited to the same size as the optimum receive aperture size. In embodiments using unfocused pings, the transmit aperture size is much less critical since variation in the path time from transmitter elements to a reflector such as 170 will change only the displayed position of the point corresponding to the reflector 170. For example, a variation resulting in a phase shift of 180 degrees in the receive paths results in complete phase cancellation, whereas the same variation on the transmit paths results in a displayed position error of only a half wavelength (typically 0.2 mm), a distortion that would typically not be noticed.
Thus, with continued reference to
A single image can be formed by coherent averaging of all of the signals arriving at the receiver elements as a result of a single insonifying ping. Summation of these images resulting from multiple pings may be accomplished either by coherent addition, incoherent addition, or a combination of coherent addition by groups and incoherent addition of the images from the groups. Coherent addition (retaining the phase information before addition) maximizes resolution whereas Incoherent addition (using the magnitude of the signals and not the phase) minimizes the effects of registration errors and averages out speckle noise. Some combination of the two modes is probably best. Coherent addition can be used to average ping images resulting from transmit elements that are close together and therefore producing pulses transmitted through very similar tissue layers. Incoherent addition can then be used where phase cancellation would be a problem. In the extreme case of transmission time variation due to speed of sound variations, 2D image correlation can be used to align ping images prior to addition.
The wide aperture achieved by separating the transmit and receive apertures is what allows for the higher resolution imaging associated with Multiple Aperture Ultrasound Imaging (MAUI). However, this wide aperture does not by itself reduce another significant detractor of ultrasound imaging; speckle noise.
Speckle noise patterns are associated with the transmit source. That is, during receive beamforming, the speckle noise pattern from a steady state phased array or ping transmit source appear as constant “snow” in the displayed image as long as the probe or tissue being imaged is not turned or moved significantly during imaging. If the probe is moved or twisted, the speckle noise or “snow” on the image will obscure a new portion of the image. Hence, data collected at a single receive aperture from transmissions from alternate transmit apertures will subsequently have many different speckle noise patterns.
In the embodiment illustrated in
In some embodiments, an array of this type may be configured to include transmit and receive elements with different frequency ranges interspersed in the array. As an example, T1 and R1 could be tuned to 2 MHz, T2 and R2 could be tuned to 5 MHz, and T3 and R3 could be tuned to 10 MHz. This technique would further reduce speckle noise in the images.
In some embodiments, further improvements of the images can sometimes be obtained by rapidly changing the positions of the groups (including switching the designations of the groups relative to transmit and receive functions) and adding the resulting images incoherently.
An array placed near a physiology that creates an obstruction (e.g. a vertebrae, rib, wrist bone, etc.) would not be able to combine or compound a complete image. With a conventional probe, a sonographer would physically move the probe on the patient's skin to obtain a clear ultrasound window. However, with a dynamic multiple aperture ultrasound probe, the view angle of the probe can be adjusted to compensate for an obstruction in the field of view. For example, if the view created by T2 and R2 is obstructed by a bone or other obstruction 150, then the MAUI electronics 140 can automatically rotate that view angle over to T1 and R1, or alternatively to T3 and R3, until the region of interest is un-obscured. In other embodiments, this technique can be performed manually by a sonographer.
Radian resolution is proportional to λ/d, where λ is wavelength and d is total aperture width. The wider the total aperture, the higher the resolution; the smaller the total aperture, the lower the resolution. The total aperture width can be varied to get the best possible resolution for a chosen view angle. For example, in the embodiment of
In additional embodiments, data may be collected at multiple receive apertures for a single transmit pulse, as illustrated in
In
However, unlike embodiments using only a single receive aperture, multiple receive aperture beamforming often requires a speed of sound correction to accommodate differing tissue attenuation speeds situated along multiple “lines of sight” to the region of interest (e.g., referring to
The examples in
Embodiments of concave curved arrays of 1.5D, 2D, 3D and CMUT transducer arrays have more capabilities which will now be examined. Such arrays may have concave curvature about one or two or more axes. Although many of the following embodiments are described with reference to arrays having curvature about two axes, similar methods may be applied using transducer arrays having curvature about only one axis.
In some embodiments, calibration data including element position information may be stored in a calibration chip onboard each MAUI probe so that it can be used by MAUI electronics during processing. In other embodiments, calibration data including element position information may be stored in a remote database which may be accessed electronically by communications components within the probe or within an ultrasound imaging system. For example, calibration data may be stored in an Internet-accessible database which may be accessed by an ultrasound imaging system. In such embodiments, the probe may include a chip storing a unique identifier which may be associated with corresponding calibration data in a remote database.
In the illustration of
In some embodiments, the size of the receive aperture R2 may be as large as for a conventional phased array (e.g., about 2 cm). But unlike a conventional array, the total aperture 340 determining the lateral and transverse resolution of the system is much larger comprising the distance from the transmitter T1 to the group of receiver elements R2, and could be as wide as the entire array 300 or wider if a transmitter was located on another array within the probe (or in a separate probe in electronic communication). The elements located in the receive aperture R2 each collect volumetric data from the T1 transmit pulse. Since a speed of sound correction is not required for data collected from a single transmit pulse at a single aperture, data from each element of R2 may be coherently averaged with the other elements in pre-processing.
A speed of sound correction may or may not be required for averaging volume renderings for multiple pulses depending on the size of the transmit aperture (i.e. a total distance between furthest elements of a transmit aperture). If the transmit aperture is small enough that the transmit elements transmit through substantially the same types of tissue, coherent addition may still be possible. If the transmit aperture is larger, a speed of sound correction in the form of incoherent addition may be required.
If the transmit aperture is large enough that the transmit elements are still farther apart, the correction may take the form of incoherent addition of echoes received at each element, but alignment may be accomplished by cross correlation or some form of adjustment to maximize acuity, such as adjustment of the view angle, individual aperture size and/or total aperture size. A 3D concave array may provide mechanically better view angles of a region of interest than conventional coplanar 2D arrays because of its concave curvature and width.
In some embodiments, a 3D array may also image tissues of varying density.
In this case, the elements located in aperture R3 may collect volumetric data from the T1 transmit pulse. Again, since a speed of sound correction is not required for echoes received by multiple elements of the single receive aperture R3, data from each element in R3 may be coherently averaged with the other elements of R3 in pre-processing.
Volumes for R2 and R3 may be stored in memory and may then be incoherently averaged with one another to create a single 3D volume. While only receive apertures R2 and R3 are illustrated here, any number of receive apertures can be used. In some embodiments, receive apertures may use the entire array 300 as a total aperture. Using multiple receive apertures greatly reduces noise as well as increases total aperture size to provide higher resolution.
Like 2D multiple aperture imaging, the 3D multiple aperture imaging made possible by a 3D concave curved array may use many transmit apertures. Even with a 3D array, the noise patterns associated with T1 will have a singular consistent speckle noise pattern.
Referring again to
As discussed above, the view angle and total aperture width can be adjusted. In some embodiments, the view angle may be adjusted in any desired direction along the 3D array.
With a 3D concave array, a 2D slice angle adjustment may also be provided to allow for selection of a 2D slice to be imaged without having to rotate a probe. A 2D slice angle adjustment may effectively allow rotation of a 2D slice around the y axis to obtain a 2D slice at any angle between that of
Thus, the arrays described herein may provide an enormous range of flexibility in selecting and optimizing a 2D image without necessarily moving the probe at all. A 3D array provides mechanically better view angles of the region of interest than conventional coplanar 2D arrays because of its concave curvature and greater total width.
Several embodiments of multi-aperture arrays and their unique transducer housings are described below with reference to
In some embodiments, a concave array such as that shown in
A Calibration Chip 501 may also be provided within the probe. In some embodiments, a calibration chip 501 may store calibration data describing the acoustic position of each transducer element as determined during a probe calibration process. In some embodiments, the calibration chip 501 may include non-volatile memory for storing such calibration data. The calibration chip 501 or another component within the probe may also include communication electronics configured to transmit calibration data to an ultrasound imaging system.
In some embodiments, the concave array probe of
In some embodiment, the probe of
In some embodiments, the probe of
In some embodiments, the radius of curvature of the array in the probe of
In some embodiments, the probe of
As shown in
At this time, the sonographer may turn the tightening handle 830 to lock all of the hinge mechanisms in place. The tightening handle may be connected to the hinge mechanisms 820 via hinge cables 840. The cables 840 may comprise an outer conduit 850 and an inner tension wire 860 as illustrated in
In some embodiments, each array 812 in the adjustable probe may have its own backing block 504 and flex connector 505. The type of arrays used in an adjustable array can vary. For example,
An adjustable probe may include similar electronic components to other static-position probes described herein. For example, an adjustable probe may include a Calibration Chip 501, a transmit synchronizer module 502 and probe position displacement sensor 503.
An adjustable probe such as that shown in
Terms such as “optimized,” “optimum,” “precise,” “exact” and similar terms used in relation to quantitative parameters are merely intended to indicate design parameters which may be controlled or varied in accordance with general engineering principles. Use of these terms is not intended to imply or require that the parameters or components thereof are designed for the best possible or theoretical performance.
The above disclosure is sufficient to enable one of ordinary skill in the art to practice the invention, and provides the best mode of practicing the invention presently contemplated by the inventor. While there is provided herein a full and complete disclosure of the preferred embodiments of this invention, it is not desired to limit the invention to the exact construction, dimensional relationships, and operation shown and described. Various modifications, alternative constructions, changes and equivalents will readily occur to those skilled in the art and may be employed, as suitable, without departing from the true spirit and scope of the invention. Such changes might involve alternative materials, components, structural arrangements, sizes, shapes, forms, functions, operational features or the like.
This application claims the benefit under 35 U.S.C. 119 of U.S. Provisional Patent Application No. 61/392,896, filed Oct. 13, 2010, titled “Multiple Aperture Medical Ultrasound Transducers,” which application is incorporated herein by reference in its entirety. This application is related to U.S. Pat. No. 8,007,439, titled “Method and Apparatus to Produce Ultrasonic Images Using Multiple Apertures”, and PCT Application No. PCT/US2009/053096, filed Aug. 7, 2009, titled “Imaging with Multiple Aperture Medical Ultrasound and Synchronization of Add-on Systems.” This application is also related to U.S. patent application Ser. No. 12/760,327 filed Apr. 14, 2010, titled “Multiple Aperture Ultrasound Array Alignment Fixture”, and U.S. patent application Ser. No. 12/760,375, filed Apr. 14, 2010, titled “Universal Multiple Aperture Medical Ultrasound Probe”, and U.S. patent application Ser. No. 13/029,907, filed Feb. 17, 2011, titled “Point Source Transmission and Speed-of-Sound Correction Using Multi-Aperture Ultrasound Imaging”.
Number | Name | Date | Kind |
---|---|---|---|
3174286 | Erickson | Mar 1965 | A |
3895381 | Kock | Jul 1975 | A |
4055988 | Dutton | Nov 1977 | A |
4072922 | Taner et al. | Feb 1978 | A |
4097835 | Green | Jun 1978 | A |
4105018 | Greenleaf et al. | Aug 1978 | A |
4259733 | Taner et al. | Mar 1981 | A |
4271842 | Specht et al. | Jun 1981 | A |
4325257 | Kino et al. | Apr 1982 | A |
4327738 | Green et al. | May 1982 | A |
4333474 | Nigam | Jun 1982 | A |
4339952 | Foster | Jul 1982 | A |
4452084 | Taenzer | Jun 1984 | A |
4501279 | Seo | Feb 1985 | A |
4539847 | Paap | Sep 1985 | A |
4566459 | Umemura et al. | Jan 1986 | A |
4567768 | Satoh et al. | Feb 1986 | A |
4662222 | Johnson | May 1987 | A |
4669482 | Ophir | Jun 1987 | A |
4682497 | Sasaki | Jul 1987 | A |
4781199 | Hirama et al. | Nov 1988 | A |
4817434 | Anderson | Apr 1989 | A |
4831601 | Breimesser et al. | May 1989 | A |
4893284 | Magrane | Jan 1990 | A |
4893628 | Angelsen | Jan 1990 | A |
5050588 | Grey et al. | Sep 1991 | A |
5141738 | Rasor et al. | Aug 1992 | A |
5161536 | Vilkomerson et al. | Nov 1992 | A |
5197475 | Antich et al. | Mar 1993 | A |
5226019 | Bahorich | Jul 1993 | A |
5230339 | Charlebois | Jul 1993 | A |
5269309 | Fort et al. | Dec 1993 | A |
5278757 | Hoctor et al. | Jan 1994 | A |
5293871 | Reinstein et al. | Mar 1994 | A |
5299576 | Shiba | Apr 1994 | A |
5301674 | Erikson et al. | Apr 1994 | A |
5305756 | Entrekin et al. | Apr 1994 | A |
5339282 | Kuhn et al. | Aug 1994 | A |
5340510 | Bowen | Aug 1994 | A |
5345426 | Lipschutz | Sep 1994 | A |
5355888 | Kendall | Oct 1994 | A |
5398216 | Hall et al. | Mar 1995 | A |
5409010 | Beach et al. | Apr 1995 | A |
5442462 | Guissin | Aug 1995 | A |
5503152 | Oakley et al. | Apr 1996 | A |
5515853 | Smith et al. | May 1996 | A |
5515856 | Olstad et al. | May 1996 | A |
5522393 | Phillips et al. | Jun 1996 | A |
5526815 | Granz et al. | Jun 1996 | A |
5544659 | Banjanin | Aug 1996 | A |
5558092 | Unger et al. | Sep 1996 | A |
5564423 | Mele et al. | Oct 1996 | A |
5568812 | Murashita et al. | Oct 1996 | A |
5570691 | Wright et al. | Nov 1996 | A |
5581517 | Gee et al. | Dec 1996 | A |
5625149 | Gururaja et al. | Apr 1997 | A |
5628320 | Teo | May 1997 | A |
5673697 | Bryan et al. | Oct 1997 | A |
5675550 | Ekhaus | Oct 1997 | A |
5720291 | Schwartz | Feb 1998 | A |
5720708 | Lu et al. | Feb 1998 | A |
5744898 | Smith et al. | Apr 1998 | A |
5769079 | Hossack | Jun 1998 | A |
5784334 | Sena et al. | Jul 1998 | A |
5785654 | Iinuma et al. | Jul 1998 | A |
5795297 | Daigle | Aug 1998 | A |
5797845 | Barabash et al. | Aug 1998 | A |
5798459 | Ohba et al. | Aug 1998 | A |
5820561 | Olstad et al. | Oct 1998 | A |
5838564 | Bahorich et al. | Nov 1998 | A |
5850622 | Vassiliou et al. | Dec 1998 | A |
5862100 | VerWest | Jan 1999 | A |
5870691 | Partyka et al. | Feb 1999 | A |
5876342 | Chen et al. | Mar 1999 | A |
5891038 | Seyed-Bolorforosh et al. | Apr 1999 | A |
5892732 | Gersztenkorn | Apr 1999 | A |
5916169 | Hanafy et al. | Jun 1999 | A |
5919139 | Lin | Jul 1999 | A |
5920285 | Benjamin | Jul 1999 | A |
5930730 | Marfurt et al. | Jul 1999 | A |
5940778 | Marfurt et al. | Aug 1999 | A |
5964707 | Fenster et al. | Oct 1999 | A |
5969661 | Benjamin | Oct 1999 | A |
5999836 | Nelson et al. | Dec 1999 | A |
6007499 | Martin et al. | Dec 1999 | A |
6013032 | Savord | Jan 2000 | A |
6014473 | Hossack et al. | Jan 2000 | A |
6048315 | Chiao et al. | Apr 2000 | A |
6049509 | Sonneland et al. | Apr 2000 | A |
6050943 | Slayton et al. | Apr 2000 | A |
6056693 | Haider | May 2000 | A |
6058074 | Swan et al. | May 2000 | A |
6077224 | Lang et al. | Jun 2000 | A |
6092026 | Bahorich et al. | Jul 2000 | A |
6122538 | Sliwa, Jr. et al. | Sep 2000 | A |
6123670 | Mo | Sep 2000 | A |
6129672 | Seward et al. | Oct 2000 | A |
6135960 | Holmberg | Oct 2000 | A |
6138075 | Yost | Oct 2000 | A |
6148095 | Prause et al. | Nov 2000 | A |
6162175 | Marian, Jr. et al. | Dec 2000 | A |
6166384 | Dentinger et al. | Dec 2000 | A |
6166853 | Sapia et al. | Dec 2000 | A |
6193665 | Hall et al. | Feb 2001 | B1 |
6196739 | Silverbrook | Mar 2001 | B1 |
6200266 | Shokrollahi et al. | Mar 2001 | B1 |
6210335 | Miller | Apr 2001 | B1 |
6213958 | Winder | Apr 2001 | B1 |
6221019 | Kantorovich | Apr 2001 | B1 |
6231511 | Bae | May 2001 | B1 |
6238342 | Feleppa et al. | May 2001 | B1 |
6246901 | Benaron | Jun 2001 | B1 |
6251073 | Imran et al. | Jun 2001 | B1 |
6264609 | Herrington et al. | Jul 2001 | B1 |
6266551 | Osadchy et al. | Jul 2001 | B1 |
6278949 | Alam | Aug 2001 | B1 |
6289230 | Chaiken et al. | Sep 2001 | B1 |
6304684 | Niczyporuk et al. | Oct 2001 | B1 |
6309356 | Ustuner et al. | Oct 2001 | B1 |
6324453 | Breed et al. | Nov 2001 | B1 |
6345539 | Rawes et al. | Feb 2002 | B1 |
6361500 | Masters | Mar 2002 | B1 |
6363033 | Cole et al. | Mar 2002 | B1 |
6374185 | Taner et al. | Apr 2002 | B1 |
6394955 | Perlitz | May 2002 | B1 |
6423002 | Hossack | Jul 2002 | B1 |
6436046 | Napolitano et al. | Aug 2002 | B1 |
6449821 | Sudol et al. | Sep 2002 | B1 |
6450965 | Williams et al. | Sep 2002 | B2 |
6468216 | Powers et al. | Oct 2002 | B1 |
6471650 | Powers et al. | Oct 2002 | B2 |
6475150 | Haddad | Nov 2002 | B2 |
6480790 | Calvert et al. | Nov 2002 | B1 |
6487502 | Taner | Nov 2002 | B1 |
6499536 | Ellingsen | Dec 2002 | B1 |
6508768 | Hall et al. | Jan 2003 | B1 |
6508770 | Cai | Jan 2003 | B1 |
6517484 | Wilk et al. | Feb 2003 | B1 |
6526163 | Halmann et al. | Feb 2003 | B1 |
6543272 | Vitek | Apr 2003 | B1 |
6547732 | Jago | Apr 2003 | B2 |
6551246 | Ustuner et al. | Apr 2003 | B1 |
6565510 | Haider | May 2003 | B1 |
6585647 | Winder | Jul 2003 | B1 |
6604421 | Li | Aug 2003 | B1 |
6614560 | Silverbrook | Sep 2003 | B1 |
6620101 | Azzam et al. | Sep 2003 | B2 |
6652461 | Levkovitz | Nov 2003 | B1 |
6668654 | Dubois et al. | Dec 2003 | B2 |
6672165 | Rather et al. | Jan 2004 | B2 |
6681185 | Young et al. | Jan 2004 | B1 |
6690816 | Aylward et al. | Feb 2004 | B2 |
6692450 | Coleman | Feb 2004 | B1 |
6695778 | Golland et al. | Feb 2004 | B2 |
6702745 | Smythe | Mar 2004 | B1 |
6719693 | Richard | Apr 2004 | B2 |
6728567 | Rather et al. | Apr 2004 | B2 |
6752762 | DeJong et al. | Jun 2004 | B1 |
6755787 | Hossack et al. | Jun 2004 | B2 |
6780152 | Ustuner et al. | Aug 2004 | B2 |
6790182 | Eck et al. | Sep 2004 | B2 |
6837853 | Marian | Jan 2005 | B2 |
6843770 | Sumanaweera | Jan 2005 | B2 |
6847737 | Kouri et al. | Jan 2005 | B1 |
6854332 | Alleyne | Feb 2005 | B2 |
6932767 | Landry et al. | Aug 2005 | B2 |
7033320 | Von Behren et al. | Apr 2006 | B2 |
7087023 | Daft et al. | Aug 2006 | B2 |
7104956 | Christopher | Sep 2006 | B1 |
7217243 | Takeuchi | May 2007 | B2 |
7221867 | Silverbrook | May 2007 | B2 |
7231072 | Yamano et al. | Jun 2007 | B2 |
7269299 | Schroeder | Sep 2007 | B2 |
7283652 | Mendonca et al. | Oct 2007 | B2 |
7285094 | Nohara et al. | Oct 2007 | B2 |
7313053 | Wodnicki | Dec 2007 | B2 |
7366704 | Reading et al. | Apr 2008 | B2 |
7402136 | Hossack et al. | Jul 2008 | B2 |
7410469 | Talish et al. | Aug 2008 | B1 |
7415880 | Renzel | Aug 2008 | B2 |
7443765 | Thomenius et al. | Oct 2008 | B2 |
7444875 | Wu et al. | Nov 2008 | B1 |
7447535 | Lavi | Nov 2008 | B2 |
7448998 | Robinson | Nov 2008 | B2 |
7466848 | Metaxas et al. | Dec 2008 | B2 |
7469096 | Silverbrook | Dec 2008 | B2 |
7474778 | Shinomura et al. | Jan 2009 | B2 |
7481577 | Ramamurthy et al. | Jan 2009 | B2 |
7491171 | Barthe et al. | Feb 2009 | B2 |
7497828 | Wilk et al. | Mar 2009 | B1 |
7497830 | Li | Mar 2009 | B2 |
7510529 | Chou et al. | Mar 2009 | B2 |
7514851 | Wilser et al. | Apr 2009 | B2 |
7549962 | Dreschel et al. | Jun 2009 | B2 |
7574026 | Rasche et al. | Aug 2009 | B2 |
7625343 | Cao et al. | Dec 2009 | B2 |
7637869 | Sudol | Dec 2009 | B2 |
7668583 | Fegert et al. | Feb 2010 | B2 |
7674228 | Williams et al. | Mar 2010 | B2 |
7682311 | Simopoulos et al. | Mar 2010 | B2 |
7699776 | Walker et al. | Apr 2010 | B2 |
7722541 | Cai | May 2010 | B2 |
7744532 | Ustuner et al. | Jun 2010 | B2 |
7750311 | Daghighian | Jul 2010 | B2 |
7785260 | Umemura et al. | Aug 2010 | B2 |
7787680 | Ahn et al. | Aug 2010 | B2 |
7806828 | Stringer | Oct 2010 | B2 |
7819810 | Stringer et al. | Oct 2010 | B2 |
7822250 | Yao et al. | Oct 2010 | B2 |
7824337 | Abe et al. | Nov 2010 | B2 |
7833163 | Cai | Nov 2010 | B2 |
7837624 | Hossack et al. | Nov 2010 | B1 |
7846097 | Jones et al. | Dec 2010 | B2 |
7850613 | Stribling | Dec 2010 | B2 |
7862508 | Davies et al. | Jan 2011 | B2 |
7876945 | Lötjönen | Jan 2011 | B2 |
7887486 | Ustuner et al. | Feb 2011 | B2 |
7901358 | Mehi et al. | Mar 2011 | B2 |
7914451 | Davies | Mar 2011 | B2 |
7919906 | Cerofolini | Apr 2011 | B2 |
7926350 | Kröning et al. | Apr 2011 | B2 |
7927280 | Davidsen | Apr 2011 | B2 |
7972271 | Johnson et al. | Jul 2011 | B2 |
7984637 | Ao et al. | Jul 2011 | B2 |
7984651 | Randall et al. | Jul 2011 | B2 |
8002705 | Napolitano et al. | Aug 2011 | B1 |
8007439 | Specht | Aug 2011 | B2 |
8057392 | Hossack et al. | Nov 2011 | B2 |
8057393 | Yao et al. | Nov 2011 | B2 |
8079263 | Randall et al. | Dec 2011 | B2 |
8079956 | Azuma et al. | Dec 2011 | B2 |
8088067 | Vortman et al. | Jan 2012 | B2 |
8088068 | Yao et al. | Jan 2012 | B2 |
8088071 | Hwang et al. | Jan 2012 | B2 |
8105239 | Specht | Jan 2012 | B2 |
8135190 | Bae et al. | Mar 2012 | B2 |
8157737 | Zhang et al. | Apr 2012 | B2 |
8182427 | Wu et al. | May 2012 | B2 |
8202219 | Luo et al. | Jun 2012 | B2 |
8279705 | Choi et al. | Oct 2012 | B2 |
8412307 | Willis et al. | Apr 2013 | B2 |
8419642 | Sandrin et al. | Apr 2013 | B2 |
8478382 | Burnside et al. | Jul 2013 | B2 |
8532951 | Roy et al. | Sep 2013 | B2 |
8582848 | Funka-Lea et al. | Nov 2013 | B2 |
8627724 | Papadopoulos et al. | Jan 2014 | B2 |
8634615 | Brabec | Jan 2014 | B2 |
8672846 | Napolitano et al. | Mar 2014 | B2 |
20020035864 | Paltieli et al. | Mar 2002 | A1 |
20020087071 | Schmitz et al. | Jul 2002 | A1 |
20020111568 | Bukshpan | Aug 2002 | A1 |
20020161299 | Prater et al. | Oct 2002 | A1 |
20030028111 | Vaezy et al. | Feb 2003 | A1 |
20030040669 | Grass et al. | Feb 2003 | A1 |
20030097068 | Hossack et al. | May 2003 | A1 |
20030228053 | Li et al. | Dec 2003 | A1 |
20040054283 | Corey et al. | Mar 2004 | A1 |
20040068184 | Trahey et al. | Apr 2004 | A1 |
20040100163 | Baumgartner et al. | May 2004 | A1 |
20040111028 | Abe et al. | Jun 2004 | A1 |
20040122313 | Moore et al. | Jun 2004 | A1 |
20040122322 | Moore et al. | Jun 2004 | A1 |
20040127793 | Mendlein et al. | Jul 2004 | A1 |
20040138565 | Trucco | Jul 2004 | A1 |
20040144176 | Yoden | Jul 2004 | A1 |
20040236217 | Cerwin et al. | Nov 2004 | A1 |
20040236223 | Barnes et al. | Nov 2004 | A1 |
20050004449 | Mitschke et al. | Jan 2005 | A1 |
20050053305 | Li et al. | Mar 2005 | A1 |
20050054910 | Tremblay et al. | Mar 2005 | A1 |
20050090743 | Kawashima et al. | Apr 2005 | A1 |
20050090745 | Steen | Apr 2005 | A1 |
20050111846 | Steinbacher et al. | May 2005 | A1 |
20050113689 | Gritzky | May 2005 | A1 |
20050113694 | Haugen et al. | May 2005 | A1 |
20050124883 | Hunt | Jun 2005 | A1 |
20050131300 | Bakircioglu et al. | Jun 2005 | A1 |
20050147297 | McLaughlin et al. | Jul 2005 | A1 |
20050165312 | Knowles et al. | Jul 2005 | A1 |
20050203404 | Freiburger | Sep 2005 | A1 |
20050215883 | Hundley et al. | Sep 2005 | A1 |
20050240125 | Makin et al. | Oct 2005 | A1 |
20050252295 | Fink et al. | Nov 2005 | A1 |
20050281447 | Moreau-Gobard et al. | Dec 2005 | A1 |
20050288588 | Weber et al. | Dec 2005 | A1 |
20060062447 | Rinck et al. | Mar 2006 | A1 |
20060074313 | Slayton et al. | Apr 2006 | A1 |
20060074315 | Liang et al. | Apr 2006 | A1 |
20060074320 | Yoo et al. | Apr 2006 | A1 |
20060079759 | Vaillant et al. | Apr 2006 | A1 |
20060079778 | Mo et al. | Apr 2006 | A1 |
20060079782 | Beach et al. | Apr 2006 | A1 |
20060094962 | Clark | May 2006 | A1 |
20060111634 | Wu | May 2006 | A1 |
20060122506 | Davies et al. | Jun 2006 | A1 |
20060173327 | Kim | Aug 2006 | A1 |
20060262291 | Hess et al. | Nov 2006 | A1 |
20060262961 | Holsing et al. | Nov 2006 | A1 |
20070016022 | Blalock et al. | Jan 2007 | A1 |
20070016044 | Blalock et al. | Jan 2007 | A1 |
20070036414 | Georgescu et al. | Feb 2007 | A1 |
20070055155 | Owen et al. | Mar 2007 | A1 |
20070078345 | Mo et al. | Apr 2007 | A1 |
20070088213 | Poland | Apr 2007 | A1 |
20070138157 | Dane et al. | Jun 2007 | A1 |
20070161898 | Hao et al. | Jul 2007 | A1 |
20070161904 | Urbano | Jul 2007 | A1 |
20070167752 | Proulx et al. | Jul 2007 | A1 |
20070167824 | Lee et al. | Jul 2007 | A1 |
20070232914 | Chen et al. | Oct 2007 | A1 |
20070238985 | Smith et al. | Oct 2007 | A1 |
20070238999 | Specht | Oct 2007 | A1 |
20070242567 | Daft et al. | Oct 2007 | A1 |
20080103393 | Specht | May 2008 | A1 |
20080110261 | Randall et al. | May 2008 | A1 |
20080110263 | Klessel et al. | May 2008 | A1 |
20080112265 | Urbano et al. | May 2008 | A1 |
20080114241 | Randall et al. | May 2008 | A1 |
20080114245 | Randall et al. | May 2008 | A1 |
20080114246 | Randall et al. | May 2008 | A1 |
20080114247 | Urbano et al. | May 2008 | A1 |
20080114248 | Urbano et al. | May 2008 | A1 |
20080114249 | Randall et al. | May 2008 | A1 |
20080114250 | Urbano et al. | May 2008 | A1 |
20080114251 | Weymer et al. | May 2008 | A1 |
20080114252 | Randall et al. | May 2008 | A1 |
20080114253 | Randall et al. | May 2008 | A1 |
20080114255 | Schwartz et al. | May 2008 | A1 |
20080125659 | Wilser et al. | May 2008 | A1 |
20080181479 | Yang et al. | Jul 2008 | A1 |
20080183075 | Govari et al. | Jul 2008 | A1 |
20080188747 | Randall et al. | Aug 2008 | A1 |
20080188750 | Randall et al. | Aug 2008 | A1 |
20080194957 | Hoctor et al. | Aug 2008 | A1 |
20080194958 | Lee et al. | Aug 2008 | A1 |
20080194959 | Wang et al. | Aug 2008 | A1 |
20080208061 | Halmann | Aug 2008 | A1 |
20080242996 | Hall et al. | Oct 2008 | A1 |
20080249408 | Palmeri et al. | Oct 2008 | A1 |
20080255452 | Entrekin | Oct 2008 | A1 |
20080269604 | Boctor et al. | Oct 2008 | A1 |
20080269613 | Summers et al. | Oct 2008 | A1 |
20080275344 | Glide-Hurst et al. | Nov 2008 | A1 |
20080285819 | Konofagou et al. | Nov 2008 | A1 |
20080287787 | Sauer et al. | Nov 2008 | A1 |
20080294045 | Ellington et al. | Nov 2008 | A1 |
20080294050 | Shinomura et al. | Nov 2008 | A1 |
20080294052 | Wilser et al. | Nov 2008 | A1 |
20080306382 | Guracar et al. | Dec 2008 | A1 |
20080306386 | Baba et al. | Dec 2008 | A1 |
20080319317 | Kamiyama et al. | Dec 2008 | A1 |
20090010459 | Garbini et al. | Jan 2009 | A1 |
20090012393 | Choi | Jan 2009 | A1 |
20090016163 | Freeman et al. | Jan 2009 | A1 |
20090018445 | Schers et al. | Jan 2009 | A1 |
20090024039 | Wang et al. | Jan 2009 | A1 |
20090036780 | Abraham | Feb 2009 | A1 |
20090043206 | Towfiq et al. | Feb 2009 | A1 |
20090048519 | Hossack et al. | Feb 2009 | A1 |
20090069681 | Lundberg et al. | Mar 2009 | A1 |
20090069686 | Daft et al. | Mar 2009 | A1 |
20090069692 | Cooley et al. | Mar 2009 | A1 |
20090099483 | Rybyanets | Apr 2009 | A1 |
20090112095 | Daigle | Apr 2009 | A1 |
20090131797 | Jeong et al. | May 2009 | A1 |
20090143680 | Yao et al. | Jun 2009 | A1 |
20090148012 | Altmann et al. | Jun 2009 | A1 |
20090150094 | Van Velsor et al. | Jun 2009 | A1 |
20090182237 | Angelsen et al. | Jul 2009 | A1 |
20090198134 | Hashimoto et al. | Aug 2009 | A1 |
20090203997 | Ustuner | Aug 2009 | A1 |
20090208080 | Grau et al. | Aug 2009 | A1 |
20090259128 | Stribling | Oct 2009 | A1 |
20090264760 | Lazebnik et al. | Oct 2009 | A1 |
20090306510 | Hashiba et al. | Dec 2009 | A1 |
20090326379 | Daigle et al. | Dec 2009 | A1 |
20100010354 | Skerl et al. | Jan 2010 | A1 |
20100016725 | Thiele | Jan 2010 | A1 |
20100063397 | Wagner | Mar 2010 | A1 |
20100063399 | Walker et al. | Mar 2010 | A1 |
20100069751 | Hazard et al. | Mar 2010 | A1 |
20100069756 | Ogasawara et al. | Mar 2010 | A1 |
20100106431 | Baba et al. | Apr 2010 | A1 |
20100109481 | Buccafusca | May 2010 | A1 |
20100121193 | Fukukita et al. | May 2010 | A1 |
20100121196 | Hwang et al. | May 2010 | A1 |
20100130855 | Lundberg et al. | May 2010 | A1 |
20100168566 | Bercoff et al. | Jul 2010 | A1 |
20100168578 | Garson et al. | Jul 2010 | A1 |
20100174194 | Chiang et al. | Jul 2010 | A1 |
20100217124 | Cooley | Aug 2010 | A1 |
20100240994 | Zheng | Sep 2010 | A1 |
20100249570 | Carson et al. | Sep 2010 | A1 |
20100249596 | Magee | Sep 2010 | A1 |
20100256488 | Kim et al. | Oct 2010 | A1 |
20100262013 | Smith et al. | Oct 2010 | A1 |
20100266176 | Masumoto et al. | Oct 2010 | A1 |
20100268503 | Specht et al. | Oct 2010 | A1 |
20100286525 | Osumi | Nov 2010 | A1 |
20100286527 | Cannon et al. | Nov 2010 | A1 |
20100310143 | Rao et al. | Dec 2010 | A1 |
20100324418 | El-Aklouk et al. | Dec 2010 | A1 |
20100324423 | El-Aklouk et al. | Dec 2010 | A1 |
20100329521 | Beymer et al. | Dec 2010 | A1 |
20110005322 | Ustuner | Jan 2011 | A1 |
20110016977 | Guracar | Jan 2011 | A1 |
20110021920 | Shafir et al. | Jan 2011 | A1 |
20110021923 | Daft et al. | Jan 2011 | A1 |
20110033098 | Richter et al. | Feb 2011 | A1 |
20110044133 | Tokita | Feb 2011 | A1 |
20110066030 | Yao | Mar 2011 | A1 |
20110098565 | Masuzawa | Apr 2011 | A1 |
20110112400 | Emery et al. | May 2011 | A1 |
20110112404 | Gourevitch | May 2011 | A1 |
20110125017 | Ramamurthy et al. | May 2011 | A1 |
20110178400 | Specht et al. | Jul 2011 | A1 |
20110201933 | Specht et al. | Aug 2011 | A1 |
20110270088 | Shiina | Nov 2011 | A1 |
20110301470 | Sato et al. | Dec 2011 | A1 |
20110306885 | Specht | Dec 2011 | A1 |
20110306886 | Daft et al. | Dec 2011 | A1 |
20110319764 | Okada et al. | Dec 2011 | A1 |
20120035482 | Kim et al. | Feb 2012 | A1 |
20120036934 | Kröning et al. | Feb 2012 | A1 |
20120057428 | Specht et al. | Mar 2012 | A1 |
20120085173 | Papadopoulos et al. | Apr 2012 | A1 |
20120101378 | Lee | Apr 2012 | A1 |
20120114210 | Kim et al. | May 2012 | A1 |
20120121150 | Murashita | May 2012 | A1 |
20120137778 | Kitazawa et al. | Jun 2012 | A1 |
20120141002 | Urbano et al. | Jun 2012 | A1 |
20120165670 | Shi et al. | Jun 2012 | A1 |
20120179044 | Chiang et al. | Jul 2012 | A1 |
20120226201 | Clark et al. | Sep 2012 | A1 |
20120235998 | Smith-Casem et al. | Sep 2012 | A1 |
20120243763 | Wen et al. | Sep 2012 | A1 |
20120253194 | Tamura | Oct 2012 | A1 |
20120265075 | Pedrizzetti et al. | Oct 2012 | A1 |
20120277585 | Koenig et al. | Nov 2012 | A1 |
20130035595 | Specht | Feb 2013 | A1 |
20130076207 | Krohn et al. | Mar 2013 | A1 |
20130079639 | Hoctor et al. | Mar 2013 | A1 |
20130083628 | Qiao et al. | Apr 2013 | A1 |
20130088122 | Krohn et al. | Apr 2013 | A1 |
20130131516 | Katsuyama | May 2013 | A1 |
20130144165 | Ebbini et al. | Jun 2013 | A1 |
20130144166 | Specht et al. | Jun 2013 | A1 |
20130247350 | Specht et al. | Sep 2013 | A1 |
20130258805 | Hansen et al. | Oct 2013 | A1 |
20130261463 | Chiang et al. | Oct 2013 | A1 |
20140073921 | Specht et al. | Mar 2014 | A1 |
20140135626 | Specht | May 2014 | A1 |
20140243673 | Anand et al. | Aug 2014 | A1 |
Number | Date | Country |
---|---|---|
101190134 | Jun 2008 | CN |
102123668 | Jul 2011 | CN |
1949856 | Jul 2008 | EP |
2058796 | May 2009 | EP |
2101191 | Sep 2009 | EP |
2182352 | May 2010 | EP |
2187813 | May 2010 | EP |
2198785 | Jun 2010 | EP |
1757955 | Nov 2010 | EP |
2325672 | May 2011 | EP |
2356941 | Aug 2011 | EP |
1979739 | Oct 2011 | EP |
2385391 | Nov 2011 | EP |
2294400 | Feb 2012 | EP |
2453256 | May 2012 | EP |
1840594 | Jun 2012 | EP |
2514368 | Oct 2012 | EP |
1850743 | Dec 2012 | EP |
1594404 | Sep 2013 | EP |
2026280 | Oct 2013 | EP |
2851662 | Aug 2004 | FR |
S49-11189 | Jan 1974 | JP |
S54-44375 | Apr 1979 | JP |
S55-103839 | Aug 1980 | JP |
59-101143 | Jun 1984 | JP |
S59-174151 | Oct 1984 | JP |
S60-13109 | Jan 1985 | JP |
S60-68836 | Apr 1985 | JP |
2-501431 | May 1990 | JP |
4-67856 | Mar 1992 | JP |
05-042138 | Feb 1993 | JP |
6-125908 | May 1994 | JP |
7-051266 | Feb 1995 | JP |
08-252253 | Oct 1996 | JP |
9-103429 | Apr 1997 | JP |
9-201361 | Aug 1997 | JP |
10-216128 | Aug 1998 | JP |
11-089833 | Apr 1999 | JP |
2001-245884 | Sep 2001 | JP |
2002-209894 | Jul 2002 | JP |
2002-253548 | Sep 2002 | JP |
2002-253549 | Sep 2002 | JP |
2004-167092 | Jun 2004 | JP |
2004-215987 | Aug 2004 | JP |
2004-337457 | Dec 2004 | JP |
2004-351214 | Dec 2004 | JP |
2005-523792 | Aug 2005 | JP |
2005-526539 | Sep 2005 | JP |
2006-122657 | May 2006 | JP |
2008-122209 | May 2008 | JP |
2008-513763 | May 2008 | JP |
2008-259541 | Oct 2008 | JP |
20105375 | Jan 2010 | JP |
1020090103408 | Oct 2009 | KR |
WO 9218054 | Oct 1992 | WO |
WO 9800719 | Jan 1998 | WO |
WO02084594 | Oct 2002 | WO |
WO2005009245 | Feb 2005 | WO |
WO 2006114735 | Nov 2006 | WO |
WO 2007127147 | Nov 2007 | WO |
WO2009060182 | May 2009 | WO |
WO 2010017445 | Feb 2010 | WO |
WO 2010095094 | Aug 2010 | WO |
WO 2011057252 | May 2011 | WO |
WO2011064688 | Jun 2011 | WO |
WO 2011100697 | Aug 2011 | WO |
WO 2011123529 | Oct 2011 | WO |
WO 2012028896 | Mar 2012 | WO |
WO 2012049124 | Apr 2012 | WO |
WO2012049612 | Apr 2012 | WO |
WO 2012078639 | Jun 2012 | WO |
WO 2012091280 | Jul 2012 | WO |
WO2012112540 | Aug 2012 | WO |
WO2012131340 | Oct 2012 | WO |
WO2012160541 | Nov 2012 | WO |
Entry |
---|
Brewer et al.; U.S. Appl. No. 13/730,346 entitled “M-Mode Ultrasound Imaging of Arbitrary Paths,” filed Dec. 28, 2012. |
Specht et al.; U.S. Appl. No. 13/773,340 entitled “Determining Material Stiffness Using Multiple Aperture Ultrasound,” filed Feb. 21, 2013. |
Call et al.; U.S. Appl. No. 13/850,823 entitled “Systems and methods for improving ultrasound image quality by applying weighting factors,” filed Mar. 26, 2013. |
Kramb et al,.; Considerations for using phased array ultrasonics in a fully automated inspection system. Review of Quantitative Nondestructive Evaluation, vol. 23, ed. D. O. Thompson and D. E. Chimenti, pp. 817-825, (month unavailable) 2004. |
Sapia et al.; Deconvolution of ultrasonic waveforms using an adaptive wiener filter; Review of Progress in Quantitative Nondestructive Evaluation; vol. 13A; Plenum Press; pp. 855-862; (year of publication is sufficiently earlier than the effective U.S. filing date and any foreign priority date) 1994. |
Cristianini et al.; An Introduction to Support Vector Machines; Cambridge University Press; pp. 93-111; Mar. 2000. |
Du et al.; User parameter free approaches to multistatic adaptive ultrasound imaging; 5th IEEE International Symposium; pp. 1287-1290, May 2008. |
Feigenbaum, Harvey, M.D.; Echocardiography; Lippincott Williams & Wilkins; Philadelphia; 5th Ed.; pp. 428, 484; Feb. 1994. |
Haykin, Simon; Neural Networks: A Comprehensive Foundation (2nd Ed.); Prentice Hall; pp. 156-187;Jul. 16, 1998. |
Ledesma-Carbayo et al.; Spatio-temporal nonrigid registration for ultrasound cardiac motion estimation; IEEE Trans. on Medical Imaging; vol. 24; No. 9; Sep. 2005. |
Leotta et al.; Quantitative three-dimensional echocardiography by rapid imaging . . . ; J American Society of Echocardiography; vol. 10; No. 8; ppl 830-839; Oct. 1997. |
Morrison et al.; A probabilistic neural network based image segmentation network for magnetic resonance images; Proc. Conf. Neural Networks; Baltimore, MD; vol. 3; pp. 60-65; Jun. 1992. |
Nadkarni et al.; Cardiac motion synchronization for 3D cardiac ultrasound imaging; Ph.D. Dissertation, University of Western Ontario; Jun. 2002. |
Press et al.; Cubic spline interpolation; §3.3 in “Numerical Recipes in Fortran: the Art of Scientific Computing”, 2nd Ed.; Cambridge, England; Cambridge University Press; pp. 107-110; Sep. 1992. |
Sakas et al.; Preprocessing and volume rendering of 3D ultrasonic data; IEEE Computer Graphics and Applications; pp. 47-54, Jul. 1995. |
Sapia et al.; Ultrasound image deconvolution using adaptive inverse filtering; 12 IEEE Symposium on Computer-Based Medical Systems, CBMS, pp. 248-253; Jun. 1999. |
Sapia, Mark Angelo; Multi-dimensional deconvolution of optical microscope and ultrasound imaging using adaptive least-mean-square (LMS) inverse filtering; Ph.D. Dissertation; University of Connecticut; Jan. 2000. |
Smith et al.; High-speed ultrasound volumetric imaging system. 1. Transducer design and beam steering; IEEE Trans. Ultrason., Ferroelect., Freq. Contr.; vol. 38; pp. 100-108; Mar. 1991. |
Specht et al.; Deconvolution techniques for digital longitudinal tomography; SPIE; vol. 454; presented at Application of Optical Instrumentation in Medicine XII; pp. 319-325; Jun. 1984. |
Specht et al.; Experience with adaptive PNN and adaptive GRNN; Proc. IEEE International Joint Conf. on Neural Networks; vol. 2; pp. 1203-1208; Orlando, FL; Jun. 1994. |
Specht, D.F.; A general regression neural network; IEEE Trans. on Neural Networks; vol. 2.; No. 6; Nov. 1991. |
Specht, D.F.; Blind deconvolution of motion blur using LMS inverse filtering; Lockheed Independent Research (unpublished); Jun. 23, 1975. |
Specht, D.F.; Enhancements to probabilistic neural networks; Proc. IEEE International Joint Conf. on Neural Networks; Baltimore, MD; Jun. 1992. |
Specht, D.F.; GRNN with double clustering; Proc. IEEE International Joint Conf. Neural Networks; Vancouver, Canada; Jul. 16-21, 2006. |
Specht, D.F.; Probabilistic neural networks; Pergamon Press; Neural Networks; vol. 3; pp. 109-118; Feb. 1990. |
Von Ramm et al.; High-speed ultrasound volumetric imaging-System. 2. Parallel processing and image display; IEEE Trans. Ultrason., Ferroelect., Freq. Contr.; vol. 38; pp. 109-115; Mar. 1991. |
Wells, P.N.T.; Biomedical ultrasonics; Academic Press; London, New York, San Francisco; pp. 124-125; Mar. 1977. |
Widrow et al.; Adaptive signal processing; Prentice-Hall; Englewood Cliffs, NJ; pp. 99-116; Mar. 1985. |
Specht, Donald F.; U.S. Appl. No. 13/333,611 entitled “Method and Apparatus to Visualize the Coronary Arteries Using Ultrasound,” filed Dec. 21, 2011. |
Adam et al.; U.S. Appl. No. 13/272,098 entitled “Multiple aperture probe internal apparatus and cable assemblies,” filed Oct. 12, 2011. |
Belevich et al.; U.S. Appl. No. 13/964,701 entitled “Calibration of Multiple Aperture Ultrasound Probes,” filed Aug. 12, 2013. |
Call et al.; U.S. Appl. No. 13/971,689 entitled “Ultrasound Imaging System Memory Architecture,” filed Aug. 20, 2013. |
Smith et al.; U.S. Appl. No. 14/526,186 entitled “Universal multiple aperture medical ultrasound probe,” filed Oct. 28, 2014. |
Cai et al.; Off-axis directional acoustic wave beaming control by an asymmetric rubber heterostructures film deposited on steel plate in water; IEEE Intl.; 2009 Ultrasonics Symposium (IUS); pp. 1552-1554; Rome; Sep. 2009. |
Haun et al.; Efficient three-dimensional imaging from a small cylindrical aperture; IEEE Trans. on Ultrasonics, Ferroelectrics, and Frequency Control; 49(7); pp. 861-870; Jul. 2002. |
Montaldo et al.; Building three-diminsional images using a time-reversal chaotic cavity; IEEE Trans. on Ultrasonics, Ferroelectrics, and Frequency Control; 52(9); pp. 1489-1497; Sep. 2005. |
Specht et al.; U.S. Appl. No. 14/279,052 entitled “Ultrasound imaging using apparent point-source transmit transducer,” filed May 15, 2014. |
Smith et al.; U.S. Appl. No. 14/210,015 entitled “Alignment of ultrasound transducer arrays and multiple aperture probe assembly,” filed Mar. 13, 2014. |
Hendee et al.; Medical Imaging Physics; Wiley-Liss, Inc. 4th Edition; Chap. 19-22; pp. 303-353; ©2002 (year of pub. sufficiently earlier than effective US filed and any foreign priority date). |
Wikipedia; Point cloud; 2 pages; Nov. 24, 2014; retrieved from the internet (https://en.wikipedia.org/w/index.php?title=Point—cloud&oldid=472583138). |
Wikipedia; Speed of sound; 17 pages; retrieved from the internet (http: en.wikipedia.org/wiki/Speed—of—sound) Feb. 15, 2011. |
Smith et al.; U.S. Appl. No. 14/595,083 entitled “ Concave ultrasound transducers and 3D arrays,” filed Jan. 12, 2015. |
Li et al.; An efficient speckle tracking algorithm for ultrasonic imaging; 24; pp. 215-228; Oct. 1, 2002. |
UCLA Academic Technology; SPSS learning module: How can I analyze a subset of my data; 6 pages; retrieved from the internet (http://www.ats.ucla.edu/stat/spss/modules/subset—analyze.htm) Nov. 26, 2001. |
Wikipedia; Curve fitting; 5 pages; retrieved from the internet (http: en.wikipedia.org/wiki/Curve—fitting) Dec. 19, 2010. |
Abeysekera et al.; Alignment and calibration of dual ultrasound transducers using a wedge phantom; Ultrasound in Medicine and Biology; 37(2); pp. 271-279; Feb. 2011. |
Carson et al.; Measurement of photoacoustic transducer position by robotic source placement and nonlinear parameter estimation; Biomedical Optics (BiOS); International Society for Optics and Photonics (9th Conf. on Biomedical Thermoacoustics, Optoacoustics, and Acousto-optics; vol. 6856; 9 pages; Feb 28, 2008. |
Chen et al.; Maximum-likelihood source localization and unknown sensor location estimation for wideband signals in the near-field; IEEE Transactions On Signal Processing; 50(8); pp. 1843-1854; Aug. 2002. |
Chen et al.; Source localization and tracking of a wideband source using a randomly distributed beamforming sensor array; International Journal of High Performance Computing Applications; 16(3); pp. 259-272; Fall 2002. |
Fernandez et al.; High resolution ultrasound beamforming using synthetic and adaptive imaging techniques; Proceedings IEEE International Symposium on Biomedical Imaging; Washington, D.C.; pp. 433-436; Jul. 7-10, 2002. |
Gazor et al.; Wideband multi-source beamforming with array location calibration and direction finding; Conference on Acoustics, Speech and Signal Processing ICASSP-95; Detroit, MI; vol. 3 IEEE; pp. 1904-1907; May 9-12, 1995. |
Heikkila et al.; A four-step camera calibration procedure with implicit image correction; Proceedings IEEE Computer Scociety Conference on Computer Vision and Pattern Recognition; San Juan; pp. 1106-1112; Jun. 17-19, 1997. |
Hsu et al.; Real-time freehand 3D ultrasound calibration; CUED/F-INFENG/TR 565; Department of Engineering, University of Cambridge, United Kingdom; 14 pages; Sep. 2006. |
Khamene et al.; A novel phantom-less spatial and temporal ultrasound calibration method; Medical Image Computing and Computer-Assisted Intervention—MICCAI (Proceedings 8th Int. Conf.); Springer Berlin Heidelberg; Palm Springs, CA; pp. 65-72; Oct. 26-29, 2005. |
Slavine et al.; Construction, calibration and evaluation of a tissue phantom with reproducible optical properties for investigations in light emission tomography; Engineering in Medicine and Biology Workshop; Dallas, TX; IEEE pp. 122-125; Nov. 11-12, 2007. |
Urban et al; Implementation of vibro-acoustography on a clinical ultrasound system; IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control; 58(6); pp. 1169-1181; Jun. 2011 (Author Manuscript). |
Urban et al; Implementation of vibro-acoustography on a clinical ultrasound system; IEEE Ultrasonics Symposium (IUS); pp. 326-329; Oct. 14, 2010. |
Wang et al.; Photoacoustic tomography of biological tissues with high cross-section resolution: reconstruction and experiment; Medical Physics; 29(12); pp. 2799-2805; Dec. 2002. |
Yang et al.; Time-of-arrival calibration for improving the microwave breast cancer imaging; 2011 IEEE Topical Conf. on Biomedical Wireless Technologies, Networks, and sensing Systems (BioWireleSS); Phoenix, AZ; pp. 67-70; Jan. 16-19, 2011. |
Opretzka et al.; A high-frequency ultrasound imaging system combining limited-angle spatial compounding and model-based synthetic aperture focusing; IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control, IEEE, US; 58(7); pp. 1355-1365; Jul. 2, 2011. |
Number | Date | Country | |
---|---|---|---|
20120095343 A1 | Apr 2012 | US |
Number | Date | Country | |
---|---|---|---|
61392896 | Oct 2010 | US |