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, and more particularly to ultrasound imaging techniques, 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 order to insonify the body tissues, a beam formed either by a phased array or a shaped transducer is scanned over the tissues to be examined. Traditionally, the same transducer or array is used to detect the returning echoes. This design configuration lies at the heart of one of the most significant limitations in the use of ultrasonic imaging for medical purposes; namely, 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 large. 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 (e.g. intracavity or intravenous), 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, to a first order of approximation, all the same and any variation is 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 improving it.
With single aperture transducers, it has been commonly assumed that the beam paths used by the elements of the transducer are close enough together to be considered similar in tissue density profile, and therefore no compensation was necessary. The use of this assumption, however, severely limits the size of the aperture that can be used.
Multiple aperture ultrasound probes may be constructed with unique cable assemblies, multiple flex connectors, and unique backing plate constructions, and unique electrical connections to reduce noise and improve the quality of images produced using multiple aperture ultrasound imaging techniques. The embodiments provided herein allow for effective mechanical and electrical connection of ultrasound transducer elements and arrays to probes and imaging control electronics.
In one embodiment, a multiple aperture ultrasound probe is provided, comprising a probe housing containing a first ultrasound array and a second ultrasound array, a first flex circuit connected to the first ultrasound array, a second flex circuit connected to the second ultrasound array, a backing plate configured to secure the first and second ultrasound arrays in predetermined positions and orientations relative to one another, a first coaxial cable group electrically connected to the first flex circuit, a second coaxial cable group electrically connected to the second flex circuit, and a flex/PC board comprising flex connectors and an array of terminals, wherein said flex connectors are connected to said first and second flex circuits, and wherein said terminals are connected to said first and second coaxial cable groups.
In some embodiments, the first and second ultrasound arrays comprise a plurality of transducer elements, wherein each element is connected to the flex/PC board with a differential pair of conductors having a signal ground separated from a chassis ground.
In one embodiment, the backing plate is electrically connected to chassis grounding circuitry via the transducer cable shield originating at an electronic control system. In another embodiment, the backing plate internally supports the probe structure.
In some embodiments, the multiple aperture ultrasound probe further comprises a calibration chip mounted on the flex/PC board. In some embodiments, the calibration chip is configured to store position and orientation information about the first and second ultrasound arrays.
In some embodiments, the multiple aperture ultrasound probe further comprises a probe position sensor mounted on the flex/PC board.
In another embodiment, the multiple aperture ultrasound probe further comprise a synchronization module mounted on the flex/pc board, the synchronization module being configured to synchronize an add-on ultrasound device with the first and second ultrasound arrays.
In one embodiment, the multiple aperture ultrasound probe further comprises a third ultrasound array secured to the backing plate, a third flex circuit connected to the third ultrasound array, a third coaxial cable group electrically connected to the third flex circuit, wherein flex connectors of the flex/PC board are connected to the third flex circuit and terminals of the flex/PC board are connected to the third cable group.
In one embodiment, the flex/PC board comprises a probe chassis ground circuit that is electrically connected to a shielding element surrounding a section of the first and second cable group bundles between the probe housing and a distal connector.
In another embodiment, at least one of the first array and the second array comprises an internal flex cabling configured to accommodate movement of the first ultrasound array away from the second ultrasound array.
In some embodiments, the probe further comprises a sliding portion configured to allow the first ultrasound array and the second ultrasound array to move laterally relative to the probe housing.
In one embodiment, at least one of the first ultrasound array and the second ultrasound array is configured to rotate about an axis of the probe housing.
In additional embodiments, the probe housing further comprises a lever configured to move the first ultrasound array or the second ultrasound array relative to the probe housing.
In some embodiments, the probe housing further comprising a dial and an electric motor configured to move the first ultrasound array or the second ultrasound array relative to the probe housing.
Multiple aperture ultrasound imaging probes may be substantially improved by providing unique cable assemblies, flex connectors, and backing blocks and other components to improve ultrasound signal quality and overall imaging performance. For example, unique backing blocks may be configured to maintain a desired geometry between adjacent elements and arrays that may not be attached to each other via a common substrate. Further, some embodiments of common substrates may be shaped in such a way that additional mechanical support systems provide substantial benefits. Systems and methods for effectively connecting ultrasound transducer elements and arrays both mechanically and electronically in multiple aperture probes are shown and described herein.
Embodiments of multiple aperture ultrasound imaging (MAUI) probes and methods of using them to obtain high resolution ultrasound images are shown and described in Applicants' prior US patent applications, which are referenced above.
As described in the above-referenced patents and applications, the structure of a MAUI Probe can vary substantially to meet the needs of a particular application. For example, a general radiology probe (an embodiment of which is shown in
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 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).
Ultrasound 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 substrate. Such arrays may have one dimension (1D), two dimensions (2D), 1.5 dimensions (1.5D) as understood by those skilled in the art. Other dimensioned arrays as understood by those skilled in the art may also be used. Transducer arrays may be made from piezoelectric materials, CMUT materials or any other suitable material. 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, a single element may be a single piezoelectric crystal or a single machined section of a piezoelectric crystal. A transducer array may include any number of individual transducer elements as needed. Thus, in some embodiments an array may include a single element, and in other embodiments an array my include hundreds of elements. Unless specified otherwise for a particular embodiment, the embodiments herein may use any suitable ultrasound transducer array.
As used herein, the term “aperture” refers 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. For example, each of the three transducer arrays in the probe of
In some embodiments, two apertures may be located adjacent one another on a continuous array. In 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.
In some embodiments, a multiple aperture ultrasound imaging probe may be calibrated to precisely determine the acoustic position of each transducer element of each array. Embodiments of systems and methods for calibrating an ultrasound probe are provided in U.S. patent application Ser. No. 12/760,327. Thus, while calibration may allow for the use of complex arrays and probes (including adjustable probes), it is desirable that the transducer elements and arrays remain in the same physical position between calibration and use of a probe.
Some embodiments of multiple aperture ultrasound probes have several of the distinguishing features illustrated in
In some embodiments, each array may be constructed with a separate substrate or backing block (e.g. see 460 in
Spacing between arrays (e.g., see 480 in
Referring back to
In some embodiments, a plurality of arrays within a single probe, such as the three arrays 210, 220, 230 in the probe of
In the embodiment of
In some embodiments, as shown in
For a scatterer at a given depth, the effective aperture of a substantially planar lateral array is proportional to the sine of the angle between a line from the scatterer to the center of the lateral array and a line on the surface of the array itself. For example, with the lateral arrays positioned at an angle α of about 12.5°, the effective aperture of the lateral sub arrays is optimized at a depth of about 10 cm from the tissue surface, which may be beneficial when imaging cardiac features. Thus, in some embodiments, the angle α may be chosen as the best compromise for tissues at a desired depth range.
The backing plate 201 may be constructed by any suitable manufacturing process including machining, stamping, forging, casting, molding, 3D printing, etc. In some embodiments, the backing plate 201 may be constructed with sufficiently strict tolerances that array backing blocks fit snugly within the slots 203. In some embodiments, array backing blocks may be secured to the backing plate 201 with mechanical fasteners, adhesives, press fits or any other suitable method.
In some embodiments, transducer arrays may be manufactured with electrical contacts exposed on one or more side surfaces of the array and/or backing block material. A flex circuit may be electrically connected to those contacts. In such embodiments, the backing plate 201 may be configured to leave such array electrical contacts exposed so as to allow flex circuits to be electrically connected to the arrays. For example, the backing plate 201 may include one or more slots, channels or openings to accommodate such electrical connections. In other embodiments, a backing plate 201 may include one or more connectors configured to electrically connect array elements to corresponding flex circuit conductors while keeping the array element connections insulated from the backing block.
In some embodiments, the backing plate 201 may include one or more ribs in order to provide additional mechanical rigidity without necessarily adding weight to the probe. The backing plate 201 may also include any number of mounting flanges 202 or other structures configured to allow the backing plate 201 to be secured to one or more probe housing components. In some embodiments, the backing plate 201 may be secured to a probe housing shell 175 with mechanical fasteners, adhesives, press fits, or other methods. In some embodiments, a backing plate 201 may be formed integrally with a probe housing component.
In some embodiments, the backing plate 201 may also be used to complete a separate electrical grounding circuit, which will be referred to herein as a chassis ground. A chassis ground circuit, which will be discussed in more detail below, may extend from the backing plate, through a cable, through a connector and to an ultrasound imaging control/display system.
In some embodiments, as shown in
In some embodiments, a multiple aperture ultrasound probe 200 may be a handheld apparatus that operates at a location remote from a base unit system configured to send and receive ultrasound signals. In some embodiments, communication between a multiple aperture probe and a base unit system may be performed through a cable that both mechanically and electrically connects the probe to a base unit system (or systems) configured to send and receive ultrasound signals. In some embodiments, it is advantageous to provide separate cabling and connections to each of the arrays or individual elements within a probe assembly.
In some embodiments, the bundle of conductors may include a plurality of coaxial cables, which are themselves individually shielded. In some embodiments, the cable bundle may also include coaxial conductors that may be electrically connected to additional electronic components within the probe housing, such as a probe displacement sensor 290, a calibration chip 295 and/or a synchronization module 280.
In some embodiments, the cable may also include a tensile strain relief member, such as a steel cable (or other high tensile strength and low stretch material) configured to carry substantially an entire mechanical tensile load applied between the probe 200 and the connector 325.
In some embodiments, cable arrangements within a multiple aperture imaging probe may be uniquely configured for high quality transmission of electronic signals between each individual transducer element and an imaging control system (e.g., MAUI electronics or another host control system). In some embodiments, each transducer element may be electrically connected to an imaging control system with a unique differential pair of conductors. Such arrangements substantially reduce difficulties caused by cross-talk and other forms of electrical and/or electromagnetic interference.
In some embodiments, a probe may also be provided with a separate chassis ground circuit that is separate from any of the individual element grounds. In some embodiments, the chassis ground circuit may also be electrically connected to a shielding conductor surrounding other conductors in a cable bundle extending from the probe to a connector. An imaging control system may be configured to join the shield ground to a true earth ground. In some embodiments, an interior surface of a probe housing may also include a continuous electrically conductive layer for providing further shielding.
In some embodiments, the terminal end 219 of a flex circuit 217 may include an array of connectors 206 configured to be connected to corresponding flex terminal connectors 222 on a first side of the flex/PC board 218.
In some embodiments, a flex/PC board 218 may be configured to keep the signal coaxial cables grounded separately from the chassis and/or outer cable shielding ground.
In some embodiments, the signal conductor of each coaxial cable may be soldered to a corresponding signal terminal 224S, and the shield conductor of the same coaxial cable may be soldered to a corresponding ground terminal 224G. Thus, in some embodiments, there is no electrical path from a particular signal ground to any other signal ground. Similarly, embodiments may be configured such that no signal ground has an electrical path to the common chassis ground.
In some embodiments, coaxial cable conductors may be soldered directly to the contacts of the flex/PC board 218. In other embodiments, various mechanical connectors or clamps may alternatively be used. In further embodiments, any other wiring harness or connector may be used as desired.
As shown in
In some embodiments, a flex/PC board may also be configured to perform other functions by including additional integrated circuit chips soldered or otherwise electrically connected to the board.
In some embodiments, the flex/PC board may be used to re-task elements to either transmit or receive functions, such as by using dynamic electronic switching arrangements, or by configuring the connection of coaxial cables to terminals in varying arrangements.
In some embodiments, the flex/PC board may be used to arbitrate signals so that fewer cables are required in the bundles. For example, in some embodiments, a single coaxial cable may be electrically connected to the contacts of more than one transducer element (e.g., by using jumpers to connect selected terminals 224). In other embodiments, electronic switches may be provided on the flex/PC board to allow for dynamic switching of the relationship between a transducer element and a coaxial cable. Thus, in some embodiments, a cable bundle 310 may include fewer cable pairs than the number of individual transducer elements, while still providing substantial benefits of connecting elements with differential conductor pairs.
In other embodiments, the flex/PC board may include components configured to arbitrate signals for transmission to imaging control electronics via one or more fiber optic cables. For example, electrical to fiber optic conversion components and fiber optic coupling components may be mounted to the flex/PC board in order to convert electrical signals from the transducer elements into optical signals to be transmitted to an imaging control system via a fiber optic cable bundle in place of the coaxial cable bundle 310.
In alternative embodiments, all coaxial cables may be omitted, and a wireless communications chip may be provided in the probe housing and configured to communicate with an ultrasound imaging control system wirelessly. In some embodiments, such a wireless communications chip may be based on one or more common wireless data transmission standards, such as the IEEE 802.11 standards (e.g., “WiFi”), IEEE 802.15 standards (e.g., “Bluetooth”) or others. A wireless communications chip may be soldered or otherwise connected to a flex/PC board which may also include flex connectors electrically connected to flex circuits connected to transducer arrays.
Some embodiments of multiple aperture probes can also be constructed to operate as add-on devices to any ultrasound imaging host system, even those not specifically configured to operate multiple aperture probes.
In some embodiments, a sensor 775 can be provided on or adjacent to the slidable central portion 740. Such a sensor can be configured to transmit mechanical position information of each of the legs 710, 720 back to the MAUI electronics. Suitable sensors may include optical sensors, digital encoders, potentiometers or any other suitable sensor.
The embodiment in
In the illustrated embodiment, one leg of the probe 710 may encase one flex circuit 760, and the other leg 720 may encase a separate flex circuit 765. The flex circuits in these embodiments may be any of the types described above,
Similarly to the embodiments above, the probe may include individual flex circuits 760, 765 in each leg 710, 720. The flex circuits may be attached via connectors to separate flex/pc boards 770, 775 configured with suitable shapes and sizes to fit within the probe housing. In some embodiments, the extender 740 section may enclose an extra length of coaxial cable bundles 780 as slack to accommodate adjustment of the legs. The cables may then be bundled together and inserted into strain relief 755.
In the embodiment of
The embodiments shown in
In
In
As shown in
As shown in
As shown in
In
There also is no specific distance 1370 that must separate elements or arrays. The constraints of a symmetrical probe design are diminished by the greater flexibility in array placement enabled by embodiments of the present invention.
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 of U.S. Provisional Patent Application No. 61/392,841, filed Oct. 13, 2010, titled “MULTI APERTURE CABLE ASSEMBLY FOR MULTIPLE APERTURE PROBE FOR USE IN MEDICAL ULTRASOUND”, which application is incorporated herein by reference in its entirety. This application is related to U.S. Pat. No. 8,007,439, issued Aug. 30, 2011, titled “Method and Apparatus to Produce Ultrasonic Images Using Multiple Apertures”, U.S. patent application Ser. No. 12/760,375, filed Apr. 14, 2010, titled “Universal Multiple Aperture Medical Ultrasound Probe”, U.S. patent application Ser. No. 13/002,778, filed Aug. 7, 2009, titled “Imaging With Multiple Aperture Medical Ultrasound and Synchronization of Add-On Systems”, 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 Transducer”.
Number | Name | Date | Kind |
---|---|---|---|
3174286 | Erickson | Mar 1965 | A |
3895381 | Kock | Jul 1975 | A |
3974692 | Hassler | Aug 1976 | 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 |
4180792 | Lederman et al. | Dec 1979 | A |
4259733 | Taner et al. | Mar 1981 | A |
4265126 | Papadofrangakis et al. | May 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 |
4511998 | Kanda et al. | Apr 1985 | A |
4539847 | Paap | Sep 1985 | A |
4566459 | Umemura et al. | Jan 1986 | A |
4567768 | Satoh et al. | Feb 1986 | A |
4604697 | Luthra et al. | Aug 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 |
5345426 | Lipschutz | Sep 1994 | A |
5349960 | Gondo | Sep 1994 | A |
5355888 | Kendall | Oct 1994 | A |
5381794 | Tei et al. | Jan 1995 | A |
5398216 | Hall et al. | Mar 1995 | A |
5409010 | Beach et al. | Apr 1995 | A |
5442462 | Guissin | Aug 1995 | A |
5454372 | Banjanin et al. | Oct 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 |
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 |
5951479 | Holm et al. | Sep 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 |
6299580 | Asafusa | Oct 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 |
6370480 | Gupta et al. | Apr 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 |
6865140 | Thomenius et al. | Mar 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 |
7293462 | Lee et al. | Nov 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 |
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 |
20020035864 | Paltieli et al. | Mar 2002 | A1 |
20020087071 | Schmitz et al. | Jul 2002 | A1 |
20020111568 | Bukshpan | Aug 2002 | A1 |
20020138003 | Bukshpan | Sep 2002 | A1 |
20020161299 | Prater et al. | Oct 2002 | A1 |
20030013962 | Bjaerum et al. | Jan 2003 | A1 |
20030028111 | Vaezy et al. | Feb 2003 | A1 |
20030040669 | Grass et al. | Feb 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 |
20060270934 | Savord 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 |
20070242567 | Daft et al. | Oct 2007 | 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 |
20090182233 | Wodnicki | Jul 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, Jr. et al. | Jul 2010 | A1 |
20100174194 | Chiang et al. | Jul 2010 | A1 |
20100191110 | Insana et al. | Jul 2010 | A1 |
20100217124 | Cooley | Aug 2010 | A1 |
20100228126 | Emery et al. | Sep 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 |
20120277585 | Koenig et al. | Nov 2012 | A1 |
20130035595 | Specht | Feb 2013 | A1 |
20130070062 | Fouras et al. | Mar 2013 | A1 |
20140086014 | Kobayashi | Mar 2014 | A1 |
20140243673 | Anand et al. | Aug 2014 | A1 |
Number | Date | Country |
---|---|---|
1781460 | Jun 2006 | CN |
101116622 | Feb 2008 | CN |
101190134 | Jun 2008 | CN |
101453955 | Jun 2009 | CN |
101843501 | Sep 2010 | CN |
102018533 | Apr 2011 | 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 |
1850743 | Dec 2012 | EP |
2851662 | Aug 2004 | FR |
S49-11189 | Jan 1974 | JP |
S54-44375 | Apr 1979 | JP |
S55-103839 | Aug 1980 | JP |
57-31848 | Feb 1982 | 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 |
03015455 | Jan 1991 | JP |
03126443 | May 1991 | JP |
04017842 | Jan 1992 | JP |
4-67856 | Mar 1992 | JP |
05-042138 | Feb 1993 | JP |
6-125908 | May 1994 | JP |
7-051266 | Feb 1995 | JP |
07204201 | Aug 1995 | JP |
08154930 | Jun 1996 | 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 |
11-239578 | Sep 1999 | JP |
2001-507794 | Jun 2001 | 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 |
2005152187 | Jun 2005 | JP |
2005-523792 | Aug 2005 | JP |
2005-526539 | Sep 2005 | JP |
2006-61203 | Mar 2006 | JP |
2006-122657 | May 2006 | JP |
2006130313 | May 2006 | JP |
2007-325937 | Dec 2007 | JP |
2008-122209 | May 2008 | JP |
2008-513763 | May 2008 | JP |
2008132342 | Jun 2008 | JP |
2008522642 | Jul 2008 | JP |
2008-259541 | Oct 2008 | JP |
2008279274 | Nov 2008 | JP |
2009240667 | Oct 2009 | JP |
20105375 | Jan 2010 | JP |
2010124842 | Jun 2010 | JP |
2010526626 | Aug 2010 | JP |
100715132 | Apr 2007 | KR |
1020090103408 | Oct 2009 | KR |
WO 9218054 | Oct 1992 | WO |
WO 9800719 | Jan 1998 | WO |
WO0164109 | Sep 2001 | 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 |
WO2010139519 | Dec 2010 | WO |
WO2011004661 | Jan 2011 | WO |
WO2011057252 | May 2011 | WO |
WO2011064688 | Jun 2011 | WO |
WO2011100697 | Aug 2011 | WO |
WO2011123529 | Oct 2011 | WO |
WO2012028896 | Mar 2012 | WO |
WO2012049124 | Apr 2012 | WO |
WO2012049612 | Apr 2012 | WO |
WO2012078639 | Jun 2012 | WO |
WO2012091280 | Jul 2012 | WO |
WO2012160541 | Nov 2012 | WO |
Entry |
---|
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. filed 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. |
Smith et al.; U.S. Appl. No. 13/272,105 entitled “Concave Ultrasound Transducers and 3D Arrays,” filed Oct. 12, 2011. |
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. |
Specht et al.; U.S. Appl. No. 13/690,989 entitled “Motion Detection Using Ping-Based and Multiple Aperture Doppler Ultrasound,” filed Nov. 30, 2012. |
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. |
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). |
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. |
Wikipedia; Speed of sound; 17 pages; retrieved from the internet (http: en.wikipedia.org/wiki/Speed—of—sound) Feb. 15, 2011. |
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. |
Jeffs; Beamforming: a brief introduction; Brigham Young University; 14 pages; retrieved from the internet (http://ens.ewi.tudelft.nl/Education/courses/et4235/Beamforming.pdf); Oct. 2004. |
Arigovindan et al.; Full motion and flow field recovery from echo doppler data; IEEE Transactions on Medical Imaging; 26(1); pp. 31-45; Jan. 2007. |
Capineri et al.; A doppler system for dynamic vector velocity maps; Ultrasound in Medicine & Biology; 28(2); pp. 237-248; Feb. 28, 2002. |
Dunmire et al.; A brief history of vector doppler; Medical Imaging 2001; International Society for Optics and Photonics; pp. 200-214; May 30, 2001. |
Saad et al.; Computer vision approach for ultrasound doppler angle estimation; Journal of Digital Imaging; 22(6); pp. 681-688; Dec. 1, 2009. |
Zang et al.; A high-frequency high frame rate duplex ultrasound linear array imaging system for small animal imaging; IEEE transactions on ultrasound, ferroelectrics, and frequency control; 57(7); pp. 1548-1567; Jul. 2010. |
Number | Date | Country | |
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20120095347 A1 | Apr 2012 | US |
Number | Date | Country | |
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61392841 | Oct 2010 | US |