US20130225988A1 - UWB Microwave Imaging System with A Novel Calibration Approach For Breast Cancer Detection - Google Patents

UWB Microwave Imaging System with A Novel Calibration Approach For Breast Cancer Detection Download PDF

Info

Publication number
US20130225988A1
US20130225988A1 US13/857,608 US201313857608A US2013225988A1 US 20130225988 A1 US20130225988 A1 US 20130225988A1 US 201313857608 A US201313857608 A US 201313857608A US 2013225988 A1 US2013225988 A1 US 2013225988A1
Authority
US
United States
Prior art keywords
signal
tissue
total
imaging device
medical imaging
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Abandoned
Application number
US13/857,608
Inventor
Mohamed R. Mahfouz
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
JointVue LLC
Original Assignee
JointVue LLC
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by JointVue LLC filed Critical JointVue LLC
Priority to US13/857,608 priority Critical patent/US20130225988A1/en
Publication of US20130225988A1 publication Critical patent/US20130225988A1/en
Priority to US15/640,849 priority patent/US10213128B2/en
Priority to US16/273,747 priority patent/US20190175053A1/en
Abandoned legal-status Critical Current

Links

Images

Classifications

    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/05Detecting, measuring or recording for diagnosis by means of electric currents or magnetic fields; Measuring using microwaves or radio waves 
    • A61B5/0507Detecting, measuring or recording for diagnosis by means of electric currents or magnetic fields; Measuring using microwaves or radio waves  using microwaves or terahertz waves
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/70Means for positioning the patient in relation to the detecting, measuring or recording means
    • A61B5/708Breast positioning means

Abstract

An apparatus and method for imaging a tissue. The method includes transmitting a first microwave frequency signal to and receiving a first total signal from the tissue at a first position. A second microwave frequency signal is transmitted to and a second total signal received from the tissue at a second position. The first total signal is calibrated with respect to the second total signal and an image is constructed from the calibrated signal.

Description

  • This application is a continuation of International PCT Application No. PCT/US2011/054952, filed Oct. 5, 2011, entitled “UWB MICROWAVE IMAGING SYSTEM WITH A NOVEL CALIBRATION APPROACH FOR BREAST CANCER DETECTION”, which claims the benefit of U.S. Provisional Application No. 61/389,863, filed Oct. 5, 2010, entitled “UWB MICROWAVE IMAGING SYSTEM WITH A NOVEL CALIBRATION APPROACH FOR BREAST CANCER DETECTION”, the disclosures of which applications are hereby incorporated by reference herein in their entireties.
  • FIELD OF THE INVENTION
  • The present invention relates generally to medical imaging modalities and, more particularly, to a microwave imaging system.
  • BACKGROUND OF INVENTION
  • Microwave imaging technology is attractive as an alternative solution for tumor detection, and particularly, for breast cancer detection. Microwave imaging technology is lower-cost and shorter operation time as compared to magnetic resonance imaging (“MRI”) and is less invasive than X-ray.
  • However, a problem associated with microwave imaging is the low contrast condition for the detection of a malignant tumor. Recent studies have indicated that nearly all breast cancers originate in the glandular tissues of the breast. The dielectric property differences between malignant tissues and glandular tissue is generally not more than 10%. With this slight difference in dielectric properties, the expected reflected/scattered signal from the malignant tumor is very weak. One the other hand, the received signals due to skin backscatter and coupling of the transmitting and receiving antenna (“Tx” and “Rx,” respectively) are comparatively much stronger. Therefore, the desired signal from the tumor is typically immersed in various noise signals.
  • Conventional methods for overcoming the desired signal to noise ratio have included various calibration and contrast agents. In calibrating the signal, generally the signal acquired from a known, non-tumor region of the breast tissue is subtracted from the signal acquired from the tumor containing region. While this method has been useful in eliminating noise, the method is not practical for real clinical diagnosis since the reference signal is not generally available. Contrast agents, such as golden nano-particles or carbon nano-tubes have been considered; however, some patients may not accept any agent injections.
  • Therefore, there continues to be a need for signal processing methods that improve the sensitivity of tumor detection by microwave imaging technologies.
  • SUMMARY OF THE INVENTION
  • The present invention overcomes the foregoing problems and other shortcomings, drawbacks, and challenges of the conventional microwave imaging technology by presenting a diagnostic imaging device and method that uses microwave imaging for identify a target, such as a tissue mass or tumor, by calibrating an acquired microwave signal prior to image construction. While the invention will be described in connection with certain embodiments, it will be understood that the invention is not limited to these embodiments. To the contrary, this invention includes all alternatives, modifications, and equivalents as may be included within the spirit and scope of the present invention.
  • In accordance with one embodiment of the present invention, a method for imaging a tissue includes transmitting a first microwave frequency signal to and receiving a first total signal from the tissue at a first position. A second microwave frequency signal is transmitted to and a second total signal received from the tissue at a second position. The first total signal is calibrated with respect to the second total signal and an image is constructed from the calibrated signal.
  • According to another embodiment of the present invention, a medical imaging device includes a tissue support having a size and shape to receive a tissue. At least one transducer is operably coupled to the tissue support. The at least one transducer includes a transmitting antenna operable in a frequency range of about 2 GHz to about 8 GHz and a receiving antenna operable in a frequency range of about 2 GHz to about 8 GHz. The at least one transducer transmits a first signal and receives a first total signal at a first position with respect to the tissue and transmits a second signal and receives a second total signal at a second position with respect to the tissue.
  • Still, in accordance with another embodiment of the present invention, a medical imaging device includes a tissue support having a size and shape to receive a tissue. A plurality of transducers is coupled to the tissue support. Each of the plurality of transducers includes a transmitting antenna operable in a frequency range of about 2 GHz to about 8 GHz and a receiving antenna operable in a frequency range of about 2 GHz to about 8 GHz. A select one of the plurality of transducers transmits a first signal and receives a first total signal at a first position and an adjacent one of the plurality of transducers transmits a second signal and receives a second total signal at a second position.
  • One embodiment of the present invention is directed to a method of reconstructing an imaging of a tissue from first and second microwave signals and includes receiving the first and second microwave signals as reflected from the tissue at respective first and second positions. The first microwave signal is calibrated with the second microwave signal and the image is constructed form the calibrated signal.
  • Another embodiment of the present invention is directed to a method of scanning a tissue and includes transmitting a first microwave frequency signal to the tissue at a first position. A first total signal reflected from the tissue at the first is received. A second microwave frequency signal is transmitted to the tissue at a second position, and a second total signal reflected from the tissue at the first is received. The first and second positions are separated by less than about 20 mm.
  • The above and other objects and advantages of the present invention shall be made apparent from the accompanying drawings and the descriptions thereof.
  • BRIEF DESCRIPTION OF THE FIGURES
  • The accompanying drawings, which are incorporated in and constitute a part of this specification, illustrate embodiments of the present invention and, together with a general description of the invention given above, and the detailed description of the embodiments given below, serve to explain the principles of the present invention.
  • FIG. 1 is a perspective view of a microwave imaging system having two imaging cups for detection of breast cancer in accordance with one embodiment of the present invention.
  • FIG. 2 is a side elevational view of an imaging transducer in accordance with one embodiment of the invention.
  • FIG. 3 is a flow chart illustrating one method of transmitting and acquiring a microwave signal in accordance with one embodiment of the invention.
  • FIG. 4 is a schematic electrical diagram of the imaging system in accordance with one embodiment of the present invention.
  • FIG. 5 is a diagrammatic view of a computer system suitable for use with the microwave imaging system in accordance with one embodiment of the present invention.
  • FIG. 6 is a flow chart illustrating one method of processing the acquired signal in accordance with one embodiment of the present invention.
  • FIG. 7 is a graphical illustration of the acquired signals from two adjacent positions.
  • FIG. 8 is a graphical illustration of the processed signal from the two acquired signal of FIG. 7.
  • FIG. 9 is an exemplary image reconstructed from acquired signals in accordance with an embodiment of the present invention.
  • FIG. 10 is an imaging cup in accordance with another embodiment of the present invention.
  • FIG. 11 is an imaging cup in accordance with still another embodiment of the present invention.
  • FIG. 12 is perspective view of a microwave imaging system incorporated into a brassiere for detection of breast cancer in accordance with another embodiment of the present invention.
  • FIG. 13 is a cross-sectional view of the brassiere of FIG. 12, taken along the line 13-13 in FIG. 12.
  • FIG. 14 is a perspective view of a microwave imaging system incorporated into a brassiere for detection of breast cancer in accordance with still another embodiment of the present invention.
  • FIG. 15 is a perspective view of a microwave imaging system incorporated into a brassiere for detection of breast cancer in accordance with another embodiment of the present invention.
  • DETAILED DESCRIPTION OF THE INVENTION
  • Turning now to the figures, an imaging system in accordance with various embodiments of the present invention is described. The imaging system may include a tissue cup, for example, an imaging cup, in the shape of the tissue being imaged. The imaging cup, such as for use in imaging breast tissue, may be rigid, may include a disposable polymeric hygienic liner, and may include at least one microwave antenna. The liner may be polyurethane or silicone gel, such as those that are commercially-available from Ohio Willow Wood (Mt. Sterling, Ohio). The liner increases patient comfort, reduces air bubbles at the skin interface, minimizes skin slippage, and may decrease the dielectric impedance mismatch for optimal signal propagation. It is readily understood by those skill in the art that additional electronics are incorporated via wire or traces to access, drive, and/or process the microwave antenna and the signals transmitted and/or received by the same.
  • The sending and receiving of microwave signals may be achieved by various types and designs of antennae, the size of which is largely governed by the dielectric constant, εr, of the fabrication materials. One such example is a patch antenna. Dielectric resonators or any other microwave device may also be used for signal transmission and reception. These microwave antennae or resonators may be positioned, or arrayed, within the imaging cup. Various sizes of imaging cups may be required for appropriately fitting the particular anatomy of the patient to ensure skin contact with the antennae or resonators. Thus, the number of antennae or microwave devices required is related to the surface density, wherein a larger number of antennae is required for a breast having a larger surface area. The rigidity of the cup reduces, or eliminates, movement between the individual microwave devices.
  • Some embodiments may include a cup assembly that seals the antenna(e) into a conformable polymeric material. The polymeric material may be the same described above and may be used with a hygienic liner. The polymeric material may reduce or eliminate the need for gels or other impedance matching material.
  • With reference now in particular to FIG. 1, a microwave imaging system (“imaging system” 10) for use in detecting breast cancer in accordance with one embodiment of the present invention is described. The imaging system 10 includes a planar support 12 with first and second tissue supports 14, 16 therein, wherein the tissue supports are specifically illustrated as breast imaging cups. The imaging system 10 may be arranged such that the patient (not shown) may lie upon the planar support 12 with the left breast (not shown) in a first imaging cup 14 and the right breast (not shown) in the second imaging cup 16.
  • It will be readily appreciated that while the features of the present invention are described with reference to breast imaging, the various features may be altered, as would be known to those of ordinary skill in the art, for imaging other portions of a patient's anatomy. Furthermore, while the planar support 12 is schematically illustrated as a basic support, it would be readily understood that the first and second imaging cups 14, 16 may alternatively be positioned in an examination table or a rotatable table that may be rotated to an upright position so that the patient, with the table, may together be rotated into the supine position.
  • In still other embodiments, the first and second imaging cups 14, 16 may be formed separate from any planar support and positioned directly onto the breasts. Moreover, only one imaging cup may be used, with one breast imaged first and then the other breast imaged subsequently. Moreover, and as described in greater detail below, the imaging cups may also be formed separately and incorporated into a supportive brassiere 17 for the patient to wear during imaging, allowing a more comfortable stance for the patient.
  • In the particular illustrated embodiment, the first and second imaging cups 14, 16 may have a shape that is conical, hemispherical, paraboloidal, or other as appropriate to receive the patient's breast.
  • Each imaging cup 14, 16 includes a plurality of transducers 18, 20, each transducer 18, 20 being located at a position, Pi, along the surface of the imaging cup 14, 16. Any number of transducers 18, 20 may be used and may be arranged, as shown, in one or more rows with each adjacent transducer being separated by a small distance (in Cartesian coordinates) or small angle (in polar coordinates), for example, about 1 degree, about the circumference of the imaging cup 14, 16. As described in greater detail below, other arrangements may also be used, and the arrangements of the imaging cups should not limited to the particular shape and number of transducers shown.
  • Turning now to FIG. 2, one transducer is shown in greater detail. The transducer 18, 20 includes transmitting and receiving antenna 22, 24 (“Tx” and “Rx,” respectively) for transmitting a first electromagnetic signal and receiving a second electromagnetic signal in accordance with the general concepts of microwave imaging technologies. As is well known by those of ordinary skill in the art, a single antenna may also act as a whole, and may be used for both the transmitting and receiving functions, alternatively eliminating the need for the separate Tx and Rx antennae 22, 24. The single antenna may also be used for Tx and Rx at a single point in time and switched to the opposite mode when needed. The Tx and Rx antennae 22, 24 may be fabricated on a substrate 26, which, for example, may include a 31-mil thick Rogers RT5880 substrate (Rogers Corp. Rogers, Conn.) having a dielectric constant, k, of about 2.2 and a loss tangent of about 0.0009. An adaptor 28 may be configured to electrically-couple the transducer 18, 20 to the various other electrical components of the imaging system 10 (FIG. 1). In would be readily appreciated that other fabrication tools and methods may also be used, as is known to those of ordinary skill in the art.
  • Generally, the Tx antenna 22 transmits the electromagnetic signal, operating, for example, in the frequency range of about 2 GHz to about 8 GHz. The transmitted first signal is scattered and/or reflected at various interfaces of varying dielectric characteristics, which may include the tissue-air interface and the interface between the glandular tissue of the breast and the malignant tumor tissue, e.g., a target, therein. The Rx antenna 24 receives the various reflected and/or scattered second signals, which may include signals as a result of signal coupling of the Tx and Rx antennae 22, 24, backscatter from the tissue-air interface, reflections from the target, miscellaneous reflections, and other signals as are known to those of ordinary skill in the art. The Rx antenna 24 operates, for example, in the frequency range of about 2 GHz to about 8 GHz.
  • With reference to FIGS. 3 and 4, as well as continued reference to FIG. 2, the electronic arrangement and a method 30 of generating the transmitted signal, transmitting the signal, receiving the scattered/reflected signal, and preparing the received signal are shown and described in greater detail.
  • Operation of the transducer 18, 20 begins with generating a signal (Block 32) at an alternating signal generator 34. More specifically, signal generation may include a driving clock that is used to drive a pulse generator. In some embodiments, an FPGA circuit may be used to generate the driving clock, which drives a 300 ps Gaussian pulse generator. The alternating signal may then be mixed with an oscillating signal 36, such as input from a voltage control oscillator 38, and amplified (Block 40). Mixing of the signal may occur in a signal mixer 42, such as a MITEQ DM0208 mixer (MITEQ Inc., Hauppauge, N.Y.), and amplified by a high-gain amplifier 44, such as a Mini-Circuits ZVE-8G+ Power Amplifier (Mini-Circuits, Brooklyn, N.Y.). The amplified signal is then transmitted to a wideband transmitter link of the transducer 18, 20 and transmitted by the Tx antenna 22 (Block 46). The Tx antenna 22 operates at 2-8 GHz to balance the competing requirements for imaging resolution and penetration depth into the breast tissue.
  • The signal is received by the Rx antenna 24 of the transducer 18, 20 (Block 48) and amplified, divided, and mixed (Block 50). In that regard, the received signal is amplified through a wideband low noise amplifier 52, such as the commercially-available Hittite HMC753 (Hittite Microwave Corp., Chelmsford, Mass.) and down-converted into an in-phase channel (illustrated as “I”) and a quadrature-phase channel (illustrated as “Q”). The I and Q channel signals I, Q are each mixed at first and second mixers 58, 60, respectively, with the oscillating signal 36 that was generated by the voltage control oscillator 38. Each signal may then be low-pass filtered and converted at a respective analog-to-digital converter (“ADC” 62, 64). One suitable ADC 62, 64 may include the commercially-available MAX104 (Maxim Integrated Products, Inc., Sunnyvale, Calif.). Once converted to digital form, all collected signals may be stored, for example, in a field-programmable gate array (“FPGA”), such as the commercially-available Xilinx Vertex-4 FPGA evaluation board (Xilinx, Inc., San Jose, Calif.). Alternatively, or additionally, the signals may be transferred to a computer 66, such as by a USB2.0 (not shown) or wirelessly-transmitted using BLUETOOTH (Bluetooth Special Interest Group, Kirkland, Wash.) or any other robust data transfer protocol as is well known in the art, where the signal may be reconstructed (Block 68).
  • With reference to FIG. 5, the details of the computer 66 for operating the transducers 18, 20 (FIG. 2) and/or reconstructing the images from the acquired microwave signals is described. The computer 66 that is shown in FIG. 5 may be considered to represent any type of computer, computer system, computing system, server, disk array, or programmable device such as multi-user computers, single-user computers, handheld devices, networked devices, or embedded devices, etc. The computer 66 may be implemented with one or more networked computers 70 using one or more networks 72, e.g., in a cluster or other distributed computing system through a network interface (illustrated as “NETWORK I/F” 74). The computer 66 will be referred to as “computer” for brevity's sake, although it should be appreciated that the term “computing system” may also include other suitable programmable electronic devices consistent with embodiments of the present invention.
  • The computer 66 typically includes at least one processing unit (illustrated as “CPU” 76) coupled to a memory 78 along with several different types of peripheral devices, e.g., a mass storage device 80 with one or more databases (not shown), an input/output interface (illustrated as “USER I/F” 82), and the Network I/F 74. The memory 78 may include dynamic random access memory (“DRAM”), static random access memory (SRAM”), non-volatile random access memory (“NVRAM”), persistent memory, flash memory, at least one hard disk drive, and/or another digital storage medium. The mass storage device 80 typically includes at least one hard disk drive, and may be located externally to the computer 66, such as in a separate enclosure or in one or more of the networked computers 70, one or more networked storage devices 84 (including, for example, a tape or optical drive), and/or one or more other networked devices (including, for example, a server).
  • The CPU 76 may be, in various embodiments, a single-thread, multi-threaded, multi-core, and/or multi-element processing unit (not shown) as is well known in the art. In alternative embodiments, the computer 66 may include a plurality of processing units that may include single-thread processing units, multi-threaded processing units, multi-core processing units, multi-element processing units, and/or combinations thereof as is well known in the art. Similarly, the memory 78 may include one or more levels of data, instruction, and/or combination caches, with caches serving the individual processing unit or multiple processing units (not shown) as is well known in the art.
  • The memory 78 of the computer 66 may include one or more applications (illustrated as “PROGRAM CODE” 88), or other software program, which are configured to execute in combination with an operating system (illustrated as “OS” 86) and automatically perform tasks necessary for operating the transducers 18, 20 (FIG. 2) and/or reconstructing the images with or without accessing further information or data from the database(s) of the mass storage device 80.
  • Those skilled in the art will recognize that the environment illustrated in FIG. 5 is not intended to limit the present invention. Indeed, those skilled in the art will recognize that other alternative hardware and/or software environments may be used without departing from the scope of the invention.
  • In use, and with reference now to FIG. 6, a method 90 of reconstructing an image from the acquired signals is described. A first transducer 18, 20 (FIG. 1) associated with either or both of the first and second imaging cups 14, 16 (FIG. 1) and located at a first position, Pi, is operated and a signal received, Si(t) (Block 92), wherein the total signal is given by:

  • S i(t)=S coupling i(t)+Sskin i(t)+S target i(t)+S mr i(t)
  • where Scoupling (t) is the portion of the signal due to the mutual coupling between the Tx antenna and the Rx antenna, Sskin (t) is the portion of the signal due to backscatter at the air/skin interface, Starget (t) is the portion of the signal due to the reflection/scattering from the target, i.e., the tumor, and Smr (t) is the portion of the signal due to multi-reflections.
  • Sequentially, or simultaneously, a transducer 18, 20 (FIG. 1) associated with either or both of the first and second imaging cups 14, 16 (FIG. 1) and located at a second position, Pi+1, is operated and a signal received, Si+1(t), (Block 94) wherein the total signal is given by:

  • S i+1(t)=S coupling i+1(t)+S skin i+1(t)+S target i+1(t)+S mr i+1(t)
  • After the signal at the second position is acquired, a determination is made as to whether “n” signals have been acquired (Block 96). That is, if the first imaging cup 14 (FIG. 1) includes 50 transducers 18 (FIG. 1), then signals from each of the 50 transducers 18 (FIG. 1) should be acquired and n would equal 50. Alternatively, if a single transducer 98 (FIG. 11) is used, such as is illustrated and described below with reference to FIG. 11, then a discrete number of positions of the single transducer 98 (FIG. 11) along the track 100 should be acquired. For example, if the position of the single transducer 98 (FIG. 11) is move by 1 degree for each position, then n would equal 360.
  • If n signals have not been acquired (“NO” branch of Decision Block 96), then the method 90 returns to further acquire a signal at another position (Block 94). Otherwise, the process continues.
  • Examples of Si(t) and Si+1(t) acquired at Pi and Pi are shown in FIG. 7. The signals at the first and second positions include at least three regions of interest, including: (A) combination of Scoupling i(t) and Sskin i(t); (B) Starget i(t), which is immersed within the noise and other scattered signals; and (C) Smr i(t). The signal attributed to reflection at the tumor/glandular tissue interface has an intensity that is substantially equal to the noise signals within the same region of interest. Thus, isolation of Starget i within the total acquired signal is difficult.
  • To extract the target signal, Starget i(t) in accordance with one embodiment of the present invention, the signals measured from the first and second positions, Si(t), Si+1(t), are then calibrated. As an available choice, the frequency response of the coupling between the Tx and Rx antennae 22, 24 may also be measured in an antenna chamber (not shown) and used to separate the skin reflections, Sskin i(t). In that regard, a tissue boundary in each acquired signal is determined (Block 102).
  • In some embodiments, such as is shown in FIG. 13, a polymeric liner 103 may be used to match the impedance with the breast 105 and to eliminate air at the skin boundary of the breast 105 for optimal signal propagation across the skin boundary. The polymeric liner 103 also simplifies computational modeling of the received signals. The polymeric liner 103 may be flexible and constructed from a polymer material having suitable dielectric properties for transmission of the microwave signals. The polymer material may be disposable, such as after a single use/patient. In still other embodiments, such as is shown in FIG. 13, the transducers 106 may be encapsulated within the polymer material comprising the polymeric liner, and wherein an additional liner 108 may be used for hygienic purposes. The additional liner 108 may also include the fabric of the brassiere 17 (FIG. 12), which may, itself, be washable or disposable. Use of the polymeric liner 103 may reduce and/or eliminate the need for matching gels; however, use of such matching gels is not precluded. Furthermore, though not specifically shown, the polymeric liner 103 may be incorporated into other embodiments of the present invention, including, for example, the imaging cups 14, 16 of FIG. 1.
  • With the tissue boundary identified, the signal acquired at each position is corrected with the signal acquired at an adjacent position. More specifically, the signal acquired at the first position, Pi, is corrected by subtracting the signal acquired at the second position, Pi+1 (Block 104). The corrected signal, Scorrected(t), is generally described as a mid-point between the first and second positions and is given by:

  • S corrected(t)=S i+1(t)−S i(t)
  • One example of a corrected signal shown in FIG. 8. Since the positions of Tx and Rx antennae 22, 24 (FIG. 2) are fixed, the signal due to coupling, Scoupling i(t), is constant and cancelled in the calibration process. The signal due to backscatter from the skin interface, Sskin i(t), are largely eliminated via calibration as well. Finally, signals due to multi-reflections, Smr i(t), have a longer time delay and may be gated in the time domain.
  • With Scorrected(t) calculated, the signal due to the target, Starget i(t), is readily identifiable as compared with the surrounding noise. Said another way, the signal-to-noise ratio between the signal due to the target, Starget i(t), is significantly greater in Scorrected(t) as compared to Si(t) or Si+1(t).
  • Returning again to FIG. 6, with the corrected signal calculated, an image may be reconstructed from the each Scorrected (i+1)−i (Block 106). While image reconstruction may include various algorithms and computational methods, one suitable image reconstruction may be, for example, a three-dimensional beamformer used to recover the target image. More specifically, one suitable beamformer is provided in detail in Y. WANG et al. “Three-Dimensional Through Wall Imaging Using an UWB SAR,” IEEE AP-S Int. Symp. On Anteannas and Propagat. Toronto, Calif. (July 2010). Briefly, the imaged breast may be divided into cubic voxels in x-, y-, and z-planes. For a given voxel, V(x, y, z), a delay and sum (“DAS”) algorithm is applied to calculate image information. The DAS algorithm is given by:
  • S ( x , y , z ) = m = 1 M n = 1 N w m , n ( x , y , z ) s m , n j ϕ m , n ( x , y , z )
  • Where is the signal received by the Rx antenna at Pi (“m”) and Pi+1 (“n”),n w m,n(x, y, z) introduces the magnitude compensation for different scattering loss and propagation loss, and φm,n(x, y, z) introduces the phase compensation for different phase delays. The DAS algorithm is applied to each Scorrected (i+1)−i(t) and the completed three-dimensional image is displayed, one example of which is shown in FIG. 9.
  • Referring specifically to the reconstructed image of FIG. 9, the region indicated by the high intensity, normalized signal, e.g., Starget i(t) is associated with the target or tumor.
  • Turning now to FIGS. 10 and 11, imaging cups 120, 122 in accordance with additional embodiments of the present invention are shown and described. In particular, in FIG. 10, the transducers 124 are positioned circumferentially about the imaging cup along a single plane 126 through the imaging cup 120. The transducers 124 may be arranged in any type of configuration around the imaging cup 120. The particular embodiment of the imaging cup 120 reduces the number of signals “n,” to be acquired and the number of corrected signals, Starget i(t), to be calculated, thus reducing manufacturing costs, image construction time, and computer hardware and software capabilities.
  • In FIG. 11, still another imaging cup 122 and comprises the single transducer 98 and the track 100. A motor (not shown) is configured to move the transducer 98, by a discrete distance, along the track 100 for acquiring the signals, Si+1(t), from the “n” positions. While the particular embodiment includes only one transducer 98 and significantly reduces the amount of antenna-coupling from adjacent transducers 18 (FIG. 1), movement of the individual transducer 98 along the track 100 may increase the procedure time required for imaging one breast. In still other embodiments, multiple transducers may be operably coupled to the track 100, or alternatively, associated with separate tracks within the imaging cup.
  • Turning now to FIG. 12, the brassiere 17 for use with the imaging system in accordance with one embodiment of the present invention is described in greater detail. The brassiere may be constructed, as noted above, from a washable or disposable material and includes a chest portion 130, shoulder straps 132, 134, and chest straps 136, 138. The chest portion 130 may be sized and shaped with cups for receiving the left and right breasts, as indicated above. Accordingly, various brassiere sizes may be manufactured and correspond to conventional brassiere sizing.
  • The chest portion 130 may further include one or more coupling devices 140 that are configured to operably couple one or two imaging cups 142, 144 to the chest portion 130. Each of the imaging cups 142, 144 may be constructed from material similar to the polymeric liner 103 (FIG. 13) described above, which may include an outer covering material if desired. Accordingly, the imaging cups 142, 144 would be coupled to the brassiere 17 via the one or more coupling devices 140 during the signal acquisition protocol. Yet, it would be readily understood that the polymeric liner material need not be required.
  • In FIG. 14, the imaging cups 142, 144 are shown with the plurality of transducers 106 shown in phantom. As was described above, the plurality of transducers 106 may be arranged in one or more rows with each adjacent transducer being separated by a small distance or angle. Alternatively, and as shown in FIG. 15, the brassiere 17 in accordance with another embodiment is shown wherein the imaging cup 142, 144 includes a track 152 that is similar to the track 100 (FIG. 11) described above. The track may be radial, as was shown in FIG. 11, or may be spiral in shape to cover the entire area of the breast for imaging by a single transducer or a transducer array.
  • While the present invention has been illustrated by a description of various embodiments, and while these embodiments have been described in some detail, they are not intended to restrict or in any way limit the scope of the appended claims to such detail. Additional advantages and modifications will readily appear to those skilled in the art. For example, it will be appreciated that a tissue support or imaging cup may have different geometries depending upon the tissue to be imaged. Thus, while the term “cup” is used herein in connection with imaging breast tissue, it will be appreciated that an imaging cup consistent with the invention need not necessarily have a cup-like shape. The various features of the invention may be used alone or in any combination depending on the needs and preferences of the user. This has been a description of the present invention, along with methods of practicing the present invention as currently known. However, the invention itself should only be defined by the appended claims.

Claims (28)

What is claimed is:
1. A method of imaging a tissue, the method comprising:
transmitting a first microwave frequency signal to the tissue at a first position;
receiving a first total signal reflected from the tissue at the first position;
transmitting a second microwave frequency signal to the tissue at a second position;
receiving a second total signal reflected from the tissue at the second position;
calibrating the first total signal with the respect to the second total signal; and
constructing an image of the tissue from the calibrated signal.
2. The method of claim 1, wherein the second position is radially-spaced away from the first position by an angle that ranges from about 0.5 degrees to about 5 degrees.
3. The method of claim 1, wherein the second position is linearly-spaced away from the first position by a distance that ranges from about 1 mm to about 20 mm.
4. The method of claim 1, wherein the tissue comprises a glandular soft tissue and includes at least one mass located therein.
5. The method of claim 4, wherein the first and total signals each include a first portion having reflections due to a tissue-air interface, a second portion having reflections due to a transmitter-receiver coupling, a third portion having reflections due to the at least one mass, and a fourth portion having reflections due to multiple scatterings.
6. The method of claim 1, wherein transmitting each of the first and second total signals further comprises:
generating an alternating signal;
mixing the alternating signal with an oscillating clock signal;
amplifying the mixed signal at a high-gain amplifier; and
transmitting the amplified, mixed signal to a transmitting antenna.
7. The method of claim 1, wherein receiving each of the first and second total signals further comprises:
amplifying received first and second total signals at a low-noise amplifier;
down-converting the amplified signal into two channels;
mixing the down-converted signal of each of the two channels with an oscillating clock signal; and
converting the mixed signal from each of the two channels to a respective digital signal.
8. The method of claim 1, wherein calibrating the first total signal includes subtracting the second total signal from the first total signal.
9. The method of claim 1, wherein constructing the image further comprises:
applying a delay and sum algorithm to the calibrated first signal.
10. The method of claim 1, wherein a first transducer transmits the first microwave frequency signal and receives the first total signal and a second transducer transmits the second microwave frequency signal and receives the second total signal.
11. The method of claim 1, wherein a transducer transmits the first microwave frequency signal and receives the first total signal at the first position and is then moved to the second position for transmitting the second microwave frequency signal and receiving the second total signal.
12. A medical imaging device comprising:
a tissue support having a size and shape to receive a tissue;
at least one transducer operably coupled to the tissue support, the at least one transducer having a transmitting antenna and a receiving antenna, the transmitting antenna operable in a frequency range of about 2 GHz to about 8 GHz and the receiving antenna operable in a frequency range of about 2 GHz to about 8 GHz; and
wherein the at least one transducer transmits a first signal and receives a first total signal at a first position with respect to the tissue and transmits a second signal and receives a second total signal at a second position with respect to the tissue.
13. The medical imaging device of claim 12, wherein the tissue support is a breast imaging cup.
14. The medical imaging device of claim 13, wherein the breast imaging cup is operably coupled to a brassiere.
15. The medical imaging device of claim 14 further comprising:
a track operably coupled to the tissue support, the at least one transducer moveable along the track between the first position and the second position.
16. The medical imaging device of claim 12 wherein the transmitting antenna and the receiving antenna are the same antenna.
17. A medical imaging device comprising:
a tissue support having a size and shape to receive a tissue;
a plurality of transducers operably coupled to the tissue support, each of the plurality of transducers having a transmitting antenna and a receiving antenna, the transmitting antenna operable in a frequency range of about 2 GHz to about 8 GHz and the receiving antenna operable in a frequency range of about 2 GHz to about 8 GHz, wherein a select one of the plurality of transducers transmits a first signal and receives a first total signal and an adjacent one of the plurality of transducers transmits a second signal and receives a second total signal.
18. The medical imaging device of claim 17, wherein each of the plurality of transducers is radially-spaced away from an adjacent one of the plurality of transducers by an angle that ranges from about 0.5 degrees to about 5 degrees.
19. The medical imaging device of claim 17, wherein each of the plurality of transducers is linearly-spaced away from an adjacent one of the plurality of transducers by a distance that ranges from about 1 mm to about 20 mm.
20. The medical imaging device of claim 17 further comprising:
a controller configured to calculate a calibrated signal by subtracting the second total signal from the first total signal.
21. The medical imaging device of claim 20, wherein the controller is further configured to construct an image of the tissue from the calibrated signal.
22. The medical imaging device of claim 17, wherein the tissue support is a breast imaging cup.
23. The medical imaging device of claim 22, wherein the breast imaging cup is operably coupled to a brassiere.
24. The medical imaging device of claim 17, wherein the medical imaging device is part of an imaging system that includes a support configured to support the at least one medical imaging device in an anatomical arrangement suitable for imaging a tissue of a patient.
25. The medical imaging device of claim 24, wherein the imaging system further includes:
a second tissue support having a size and shape to receive a tissue;
a second plurality of transducers operably coupled to the second tissue support, each of the second plurality of transducers having a transmitting antenna and a receiving antenna, the transmitting antenna operable in a frequency range of about 2 GHz to about 8 GHz and the receiving antenna operable in a frequency range of about 2 GHz to about 8 GHz,
wherein a select one of the second plurality of transducers transmits a third signal and receives a third total signal and an adjacent one of the second plurality of transducers transmits a fourth signal and receives a fourth total signal, and
each of the tissue supports is a breast imaging cup, one of the tissue cups being configured to receive a left breast and the tissue cup being configured to receive a right breast.
26. The medical imaging device of claim 17 wherein the transmitting antenna and the receiving antenna are the same antenna.
27. A method of reconstructing an image a tissue from first and second microwave signals, the method comprising:
receiving the first microwave signal reflected from the tissue at a first position;
receiving the second microwave signal reflected from the tissue at a second position;
calibrating the first microwave signal with the respect to the second microwave signal; and
constructing an image of the tissue from the calibrated signal.
28. A method of scanning a tissue, the method comprising:
transmitting a first microwave frequency signal to the tissue at a first position;
receiving a first total signal reflected from the tissue at the first position;
transmitting a second microwave frequency signal to the tissue at a second position; and
receiving a second total signal reflected from the tissue at the second position, wherein, the first and second positions are separated by less than about 20 mm.
US13/857,608 2010-10-05 2013-04-05 UWB Microwave Imaging System with A Novel Calibration Approach For Breast Cancer Detection Abandoned US20130225988A1 (en)

Priority Applications (3)

Application Number Priority Date Filing Date Title
US13/857,608 US20130225988A1 (en) 2010-10-05 2013-04-05 UWB Microwave Imaging System with A Novel Calibration Approach For Breast Cancer Detection
US15/640,849 US10213128B2 (en) 2010-10-05 2017-07-03 UWB microwave imaging system with a novel calibration approach for breast cancer detection
US16/273,747 US20190175053A1 (en) 2010-10-05 2019-02-12 UWB Microwave Imaging System with A Novel Calibration Approach For Breast Cancer Detection

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US38986310P 2010-10-05 2010-10-05
PCT/US2011/054952 WO2012048020A1 (en) 2010-10-05 2011-10-05 Uwb microwave imaging system with a novel calibration approach for breast cancer detection
US13/857,608 US20130225988A1 (en) 2010-10-05 2013-04-05 UWB Microwave Imaging System with A Novel Calibration Approach For Breast Cancer Detection

Related Parent Applications (1)

Application Number Title Priority Date Filing Date
PCT/US2011/054952 Continuation WO2012048020A1 (en) 2010-10-05 2011-10-05 Uwb microwave imaging system with a novel calibration approach for breast cancer detection

Related Child Applications (2)

Application Number Title Priority Date Filing Date
US15/640,849 Continuation US10213128B2 (en) 2010-10-05 2017-07-03 UWB microwave imaging system with a novel calibration approach for breast cancer detection
US15/640,849 Division US10213128B2 (en) 2010-10-05 2017-07-03 UWB microwave imaging system with a novel calibration approach for breast cancer detection

Publications (1)

Publication Number Publication Date
US20130225988A1 true US20130225988A1 (en) 2013-08-29

Family

ID=45928119

Family Applications (3)

Application Number Title Priority Date Filing Date
US13/857,608 Abandoned US20130225988A1 (en) 2010-10-05 2013-04-05 UWB Microwave Imaging System with A Novel Calibration Approach For Breast Cancer Detection
US15/640,849 Active US10213128B2 (en) 2010-10-05 2017-07-03 UWB microwave imaging system with a novel calibration approach for breast cancer detection
US16/273,747 Abandoned US20190175053A1 (en) 2010-10-05 2019-02-12 UWB Microwave Imaging System with A Novel Calibration Approach For Breast Cancer Detection

Family Applications After (2)

Application Number Title Priority Date Filing Date
US15/640,849 Active US10213128B2 (en) 2010-10-05 2017-07-03 UWB microwave imaging system with a novel calibration approach for breast cancer detection
US16/273,747 Abandoned US20190175053A1 (en) 2010-10-05 2019-02-12 UWB Microwave Imaging System with A Novel Calibration Approach For Breast Cancer Detection

Country Status (4)

Country Link
US (3) US20130225988A1 (en)
EP (1) EP2624749A4 (en)
CA (2) CA3207862A1 (en)
WO (1) WO2012048020A1 (en)

Cited By (14)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20140024917A1 (en) * 2012-07-20 2014-01-23 Resmed Sensor Technologies Limited Range gated radio frequency physiology sensor
US20140276031A1 (en) * 2013-03-14 2014-09-18 Vayyar Imaging Ltd. Microwave imaging resilient to background and skin clutter
US20150073254A1 (en) * 2013-09-12 2015-03-12 Jesse Talant Adam & Ease Mammography Device
US20160120439A1 (en) * 2013-06-06 2016-05-05 Mvg Industries Medical imaging system having microwave emission/reception
WO2017125397A1 (en) * 2016-01-18 2017-07-27 Medical Wireless Sensing Ltd Microwave tomography system
US9817439B2 (en) 2016-02-29 2017-11-14 JumpStartCSR, Inc. System, method and device for designing, manufacturing, and monitoring custom human-interfacing devices
CN107440692A (en) * 2017-07-28 2017-12-08 刘国强 Breast cancer provisional monitor brassiere based on the monitoring of temperature spectra microwave integrated
WO2018207815A1 (en) * 2017-05-09 2018-11-15 国立大学法人東京工業大学 Terahertz wave detection device and terahertz wave detection system
CN109124569A (en) * 2017-06-28 2019-01-04 华络医疗科技(苏州)有限公司 A kind of non-invasive diagnosis system of medical treatment detection and imaging
US20190142330A1 (en) * 2017-11-13 2019-05-16 Fu-Chung Ko Bra-Type Breast Tumor Self-Detection Mask
CN110226930A (en) * 2019-06-24 2019-09-13 深圳市太赫兹科技有限公司 A kind of Microwave Scanning Brian Imaging device and method
US11045106B2 (en) * 2018-10-22 2021-06-29 Thermovisionusa, Inc. System and method for detecting and diagnosing diseases and use of same
WO2021197643A1 (en) * 2020-04-02 2021-10-07 Smarte Teknoloji Ve Enerji Sanayi Ticaret A.S. A device for elimination of a pathogen
US11857369B1 (en) * 2012-01-16 2024-01-02 Vall A. Iliev System and method for generation and display of ultrasound imaging data

Families Citing this family (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CA3207862A1 (en) 2010-10-05 2012-04-12 Jointvue, Llc Uwb microwave imaging system with a novel calibration approach for breast cancer detection
WO2013119801A2 (en) 2012-02-07 2013-08-15 Joint Vue, LLC Three-dimensional guided injection device and methods
US20130340840A1 (en) 2012-06-13 2013-12-26 Massachusetts Institute Of Technology Articles and methods for levitating liquids on surfaces, and devices incorporating the same
US9532845B1 (en) 2015-08-11 2017-01-03 ITKR Software LLC Methods for facilitating individualized kinematically aligned total knee replacements and devices thereof
GB2552837A (en) * 2016-08-12 2018-02-14 Micrima Ltd A medical imaging system and method
EP3315075B1 (en) * 2016-10-27 2019-07-10 Micrima Limited System and method for combined microwave and ultrasound imaging
EP3854314A4 (en) * 2018-09-20 2022-04-06 Toppan Printing Co., Ltd. Testing seal
JP7427943B2 (en) * 2019-12-06 2024-02-06 Toppanホールディングス株式会社 Auxiliary seal and inspection seal set
CA3211958A1 (en) 2021-05-25 2022-12-01 Nader SHAFI A non-invasive electromagnetic system for the diagnosis and monitoring of in-vivo and ex-vivo skin anomalies

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20070016006A1 (en) * 2005-05-27 2007-01-18 Yehoshua Shachar Apparatus and method for shaped magnetic field control for catheter, guidance, control, and imaging
US20110237939A1 (en) * 2010-03-26 2011-09-29 Raviv Melamed Apparatus and method for doppler-assisted mimo radar microwave imaging

Family Cites Families (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6005916A (en) * 1992-10-14 1999-12-21 Techniscan, Inc. Apparatus and method for imaging with wavefields using inverse scattering techniques
EP0694282B1 (en) * 1994-07-01 2004-01-02 Interstitial, LLC Breast cancer detection and imaging by electromagnetic millimeter waves
CA2451404C (en) * 2001-07-06 2011-04-19 Wisconsin Alumni Research Foundation Space-time microwave imaging for cancer detection
US20040077943A1 (en) * 2002-04-05 2004-04-22 Meaney Paul M. Systems and methods for 3-D data acquisition for microwave imaging
US7454242B2 (en) * 2003-09-17 2008-11-18 Elise Fear Tissue sensing adaptive radar imaging for breast tumor detection
US7529398B2 (en) * 2005-08-09 2009-05-05 Gil Zwirn High resolution radio frequency medical imaging and therapy system
EP1996078A4 (en) * 2006-03-10 2009-09-09 Ind Res Ltd Imaging system
US8089417B2 (en) * 2007-06-01 2012-01-03 The Royal Institution For The Advancement Of Learning/Mcgill University Microwave scanning system and miniaturized microwave antenna
US20110092880A1 (en) * 2009-10-12 2011-04-21 Michael Gertner Energetic modulation of nerves
CA3207862A1 (en) 2010-10-05 2012-04-12 Jointvue, Llc Uwb microwave imaging system with a novel calibration approach for breast cancer detection

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20070016006A1 (en) * 2005-05-27 2007-01-18 Yehoshua Shachar Apparatus and method for shaped magnetic field control for catheter, guidance, control, and imaging
US20110237939A1 (en) * 2010-03-26 2011-09-29 Raviv Melamed Apparatus and method for doppler-assisted mimo radar microwave imaging

Cited By (26)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11857369B1 (en) * 2012-01-16 2024-01-02 Vall A. Iliev System and method for generation and display of ultrasound imaging data
US10143386B2 (en) 2012-07-20 2018-12-04 Resmed Sensor Technologies Limited Range gated radio frequency physiology sensor
US9445729B2 (en) * 2012-07-20 2016-09-20 Resmed Sensor Technologies Limited Range gated radio frequency physiology sensor
US20140024917A1 (en) * 2012-07-20 2014-01-23 Resmed Sensor Technologies Limited Range gated radio frequency physiology sensor
US10863906B2 (en) 2012-07-20 2020-12-15 Resmed Sensor Technologies Limited Range gated radio frequency physiology sensor
US20140276031A1 (en) * 2013-03-14 2014-09-18 Vayyar Imaging Ltd. Microwave imaging resilient to background and skin clutter
US20160120439A1 (en) * 2013-06-06 2016-05-05 Mvg Industries Medical imaging system having microwave emission/reception
US10588538B2 (en) * 2013-06-06 2020-03-17 Mvg Industries Medical imaging system having microwave emission/reception
US20150073254A1 (en) * 2013-09-12 2015-03-12 Jesse Talant Adam & Ease Mammography Device
US9216004B2 (en) * 2013-09-12 2015-12-22 Jesse Talant Adam and ease mammography device
WO2017125397A1 (en) * 2016-01-18 2017-07-27 Medical Wireless Sensing Ltd Microwave tomography system
CN108471979A (en) * 2016-01-18 2018-08-31 医疗无线传感有限公司 Microwave tomographic system
JP2019510593A (en) * 2016-01-18 2019-04-18 メディカル ワイヤレス センシング リミテッド Microwave tomography system
US11246502B2 (en) * 2016-01-18 2022-02-15 Medical Wireless Sensing Ltd. Microwave tomography system
JP7018024B2 (en) 2016-01-18 2022-02-09 メディカル ワイヤレス センシング リミテッド Microwave tomography system
US9817439B2 (en) 2016-02-29 2017-11-14 JumpStartCSR, Inc. System, method and device for designing, manufacturing, and monitoring custom human-interfacing devices
US11118977B2 (en) 2017-05-09 2021-09-14 Tokyo Institute Of Technology Terahertz wave detection device and terahertz wave detection system
JPWO2018207815A1 (en) * 2017-05-09 2020-03-12 国立大学法人東京工業大学 Terahertz wave detection device and terahertz wave detection system
WO2018207815A1 (en) * 2017-05-09 2018-11-15 国立大学法人東京工業大学 Terahertz wave detection device and terahertz wave detection system
JP7148986B2 (en) 2017-05-09 2022-10-06 学校法人 中央大学 Terahertz wave detection device and terahertz wave detection system
CN109124569A (en) * 2017-06-28 2019-01-04 华络医疗科技(苏州)有限公司 A kind of non-invasive diagnosis system of medical treatment detection and imaging
CN107440692A (en) * 2017-07-28 2017-12-08 刘国强 Breast cancer provisional monitor brassiere based on the monitoring of temperature spectra microwave integrated
US20190142330A1 (en) * 2017-11-13 2019-05-16 Fu-Chung Ko Bra-Type Breast Tumor Self-Detection Mask
US11045106B2 (en) * 2018-10-22 2021-06-29 Thermovisionusa, Inc. System and method for detecting and diagnosing diseases and use of same
CN110226930A (en) * 2019-06-24 2019-09-13 深圳市太赫兹科技有限公司 A kind of Microwave Scanning Brian Imaging device and method
WO2021197643A1 (en) * 2020-04-02 2021-10-07 Smarte Teknoloji Ve Enerji Sanayi Ticaret A.S. A device for elimination of a pathogen

Also Published As

Publication number Publication date
US20190175053A1 (en) 2019-06-13
CA2813976A1 (en) 2012-04-12
US10213128B2 (en) 2019-02-26
CA3207862A1 (en) 2012-04-12
CA2813976C (en) 2023-09-26
US20170296091A1 (en) 2017-10-19
EP2624749A4 (en) 2014-09-10
EP2624749A1 (en) 2013-08-14
WO2012048020A1 (en) 2012-04-12

Similar Documents

Publication Publication Date Title
US10213128B2 (en) UWB microwave imaging system with a novel calibration approach for breast cancer detection
US20220287582A1 (en) Microwave Tomography System
Benny et al. An overview of microwave imaging for breast tumor detection
Gilmore et al. Microwave imaging of human forearms: Pilot study and image enhancement
US8886291B2 (en) Systems and methods for combined ultrasound and electrical impedance imaging
Zhurbenko Challenges in the design of microwave imaging systems for breast cancer detection
Bourqui et al. Measurement and analysis of microwave frequency signals transmitted through the breast
US8977340B2 (en) System and method for collection and use of magnetic resonance data and microwave data to identify boundaries of interest
WO2012077111A1 (en) System and method for ultrasound examination of the breast
WO2007015255A2 (en) Tissue-characterization probe with effective sensor-to-tissue contact
Pagliari et al. A low-cost, fast, and accurate microwave imaging system for breast cancer detection
Moll et al. Microwave radar imaging of heterogeneous breast tissue integrating a priori information
JP2012101103A (en) System and method for quantifying and classifying coelomic fluid in ultrasonic image
CN104473617A (en) Organism tissue detecting device, system and method
Mahalakshmi et al. Design and development of single layer microstrip patch antenna for breast cancer detection
Jalilvand et al. UWB synthetic aperture-based radar system for hemorrhagic head-stroke detection
JP2020031714A (en) Diagnostic apparatus, diagnostic method, and diagnostic program
Abbosh Breast cancer diagnosis using microwave and hybrid imaging methods
Koutsoupidou et al. Towards a microwave imaging prototype based on the DBIM-TwIST algorithm and a custom-made transceiver system
Hansen et al. Ultrasound breast imaging using full angle spatial compounding: In-vivo results
Shtoda et al. Possibilities of microwave imaging in medicine
US10624556B2 (en) Medical imaging system and method
Hansen et al. An automated system for full angle spatial compounding in ultrasound breast imaging
Hao et al. Coherence Factor-Based Delay-Multiply-And-Sum Image Reconstruction Algorithm
Kuwahara et al. Radar Imaging Using Bilateral Symmetry of Breast Tissue

Legal Events

Date Code Title Description
STCB Information on status: application discontinuation

Free format text: ABANDONED -- FAILURE TO RESPOND TO AN OFFICE ACTION