Methods and systems for determining fluid content of tissue

Information

  • Patent Grant
  • 10660609
  • Patent Number
    10,660,609
  • Date Filed
    Wednesday, February 1, 2017
    7 years ago
  • Date Issued
    Tuesday, May 26, 2020
    4 years ago
Abstract
Diagnostic apparatus includes a plurality of antennas, which are configured to be disposed at different, respective locations on a thorax of a living body so as to direct radio frequency (RF) electromagnetic waves from different, respective directions toward a heart in the body and to output RF signals responsively to the waves that are scattered from the heart. Processing circuitry is configured to process the RF signals over time so as to provide a multi-dimensional measurement of a movement of the heart.
Description
FIELD OF THE INVENTION

The present invention relates generally to methods and systems for medical diagnostic measurement and monitoring, and specifically to radio frequency (RF)-based measurement and monitoring of the heart.


BACKGROUND OF THE INVENTION

RF imaging is best known in the context of radar systems, but RF diagnostic imaging and measurement systems have also been developed for medical applications. For example, U.S. Patent Application Publication 2008/0169961, whose disclosure is incorporated herein by reference, describes computerized tomography using radar, which may be used for generating an image of living tissue.


As another example, U.S. Patent Application Publication 2009/0299175, whose disclosure is incorporated herein by reference, describes a method and apparatus for determining and tracking the location of a metallic object in a living body, using a radar detector adapted to operate on a living body. Applications described in this publication include determination of the extent of in-stent restenosis, performing therapeutic thrombolysis, and determining operational features of a metallic implant.


Yet another example is U.S. Pat. No. 5,766,208, whose disclosure is incorporated herein by reference. This patent describes a non-acoustic pulse-echo radar monitor, which is employed in the repetitive mode, whereby a large number of reflected pulses are averaged to produce a voltage that modulates an audio oscillator to produce a tone that corresponds to the heart motion. The monitor output potential can be separated into a cardiac output indicative of the physical movement of the heart, and a pulmonary output indicative of the physical movement of the lung.


U.S. Pat. No. 4,926,868, whose disclosure is incorporated herein by reference, describes a method and apparatus for cardiac hemodynamic monitoring based on the complex field amplitudes of microwaves propagated through and scattered by thoracic cardiovascular structures, particularly the heart chambers, as a function of time during the cardiac cycle. The apparatus uses conformal microstrip antennas that operate in the UHF band. The basic measurement technique is vector network analysis of the power wave scattering parameter.


U.S. Patent Application Publication 2009/0240133, whose disclosure is incorporated herein by reference, describes a radio apparatus and method for non-invasive, thoracic radio interrogation of a subject for the collection of hemodynamic, respiratory and/or other cardiopulmonary related data. A radio transmitter transmits an unmodulated radio interrogation signal from an antenna into a subject, and a radio receiver captures, through the antenna, reflections of the transmitted radio interrogation signal returned from the subject. A Doppler component of the reflections contains the data that can be extracted from the captured reflections.


SUMMARY OF THE INVENTION

Embodiments of the present invention that are described hereinbelow provide methods and devices for assessment of cardiovascular function by transmission and detection of RF waves through the body.


There is therefore provided, in accordance with an embodiment of the present invention, diagnostic apparatus, including a plurality of antennas, which are configured to be disposed at different, respective locations on a thorax of a living body so as to direct radio frequency (RF) electromagnetic waves from different, respective directions toward a heart in the body and to output RF signals responsively to the waves that are scattered from the heart. Processing circuitry is configured to process the RF signals over time so as to provide a multi-dimensional measurement of a movement of the heart.


In some embodiments, the plurality of antennas includes at least three antennas, and the respective locations are chosen so as to at least partially surround the thorax.


In disclosed embodiments, each antenna has a front surface, which is configured to contact an outer surface of the body and includes a planar antenna element. The planar antenna element may include a conductive spiral. Additionally or alternatively, each antenna may include a ground plane behind the front surface with an electromagnetic band gap (EBG) structure between the ground plane and the front surface. Typically, a dielectric gel is applied between the antenna and the outer surface of the body.


In one embodiment, each antenna is configured to contact an outer surface of the body and, the processing circuitry is configured to receive and process an electrocardiogram signal received from the body by at least one of the antennas, in addition to the RF signals.


In a disclosed embodiment, the apparatus includes excitation circuitry, which is coupled to select different ones of the antennas to serve as transmitting and receiving antennas and to apply a RF excitation waveform at multiple different frequencies to the selected transmitting antennas, while the processing circuitry receives the RF signals from the selected receiving antennas, wherein the transmitting and receiving antennas and the different frequencies are selected according to a predetermined temporal pattern. Typically, the excitation circuitry includes a driver circuit, which is configured to generate the RF excitation waveform with a variable frequency, and a switching matrix, which is configured to select sets of the antennas in alternation, each set including at least one transmitting antenna and at least one receiving antenna, and for each selected set, to couple the driver circuit to excite the at least one transmitting antenna at a selected frequency while coupling the processing circuitry to receive the RF signals from the at least one receiving antenna.


In one embodiment, the plurality of antennas includes at least first and second antennas disposed on respective opposite sides of the thorax, so that the second antenna receives the RF electromagnetic waves transmitted by the first antenna after passage of the RF electromagnetic waves through at least one lung in the body, and the processor is configured to process the RF signals output by the second antenna so as to assess an amount of fluid accumulation in the at least one lung.


In another embodiment, the apparatus includes at least one pacing electrode, wherein the processing circuitry is configured to drive the at least one pacing electrode so as to pace the heart responsively to the measurement of the movement of the heart.


In yet another embodiment, the processing circuitry is configured to compare the measure of the movement of the heart before, during and after heart stress.


There is also provided, in accordance with an embodiment of the present invention, diagnostic apparatus, including an antenna, which is configured to be disposed on a thorax of a living body so as to direct radio frequency (RF) electromagnetic waves toward a heart in the body while sweeping the waves over multiple different frequencies and to output an ultra-wideband RF signal responsively to the waves that are scattered from the heart. Processing circuitry is configured to process the RF signal over time so as to provide a measurement of a movement of the heart.


In some embodiments, the apparatus includes a package, which contains the antenna and the processing circuitry and is configured to be affixed as a patch to an outer surface of the body. The apparatus may include a conductive element associated with the package, which is configured to receive electrocardiogram (ECG) signals from the outer surface of the body. Additionally or alternatively, the apparatus includes a wireless communication interface for communicating with a remote console.


There is additionally provided, in accordance with an embodiment of the present invention, diagnostic apparatus, including one or more antennas, which are configured to be disposed on a thorax of a living body so as to direct radio frequency (RF) electromagnetic waves through a lung in the body and to output RF signals responsively to the waves that have passed through the lung. Processing circuitry is configured to process the RF signals over time so as to measure RF path characteristic of the RF electromagnetic waves and, based on the path characteristic, to assess a fluid content of the lung.


The processing circuitry may be configured to measure a change in the path characteristic over one or more respiratory cycles of the lung, and to assess the fluid content responsively to the change.


In disclosed embodiments, the path characteristic includes an effective RF path length of the RF electromagnetic waves through the body. In some embodiments, the processing circuitry is configured to receive a measure of a physical distance traversed by the RF electromagnetic waves through the thorax, and to compare the effective RF path length to the physical distance in order to assess the amount of the fluid accumulation. In one embodiment, the one or more antennas include a transmitting antenna at a first location on a first side of the thorax, which transmits the RF electromagnetic waves through the lung, and a receiving antenna, which receives the waves that have passed through the lung at a second location on a second side of the thorax, opposite the first side, and the physical distance is measured between the first and second locations.


Alternatively, the one or more antennas include at least one antenna that is configured to direct the RF electromagnetic waves through the lung toward a heart in the body, and to output the RF signals responsively to the RF electromagnetic waves reflected from the heart. The apparatus may include an ultrasonic transducer, which is adjacent to the at least one antenna and is configured to direct ultrasonic waves toward the heart and receive the ultrasonic waves reflected from the heart so as to provide a measure of the physical distance.


Additionally or alternatively, the path characteristic includes an amplitude of the RF signals.


There is further provided, in accordance with an embodiment of the present invention, diagnostic apparatus, including an antenna unit, which has a front surface configured to be brought into contact with an outer surface of a living body. The antenna unit includes a planar antenna element, which is configured to direct radio frequency (RF) electromagnetic waves from the front surface into the body and to output RF signals responsively to the waves that are scattered from within the body, and a conductive element, which is configured to receive electrocardiogram (ECG) signals from the outer surface of the body. A cable is connected to the antenna unit so as to communicate with the planar antenna element and the conductive element. Processing circuitry is connected to the cable so as to receive and process the RF and ECG signals.


Typically, the apparatus includes a diplexer coupled between the cable and the processing circuitry for separating the RF signals from the ECG signals.


The antenna unit may include an adhesive patch for attachment to the body. Alternatively, the antenna unit may be configured to be worn on the body as part of a garment.


In a disclosed embodiment, the antenna unit is coated with metal and electrolytes.


There is moreover provided, in accordance with an embodiment of the present invention, diagnostic apparatus, including an antenna unit, which has a front surface configured to be brought into contact with an outer surface of a living body. The antenna unit includes a planar antenna element, which is formed on the front surface and is configured to direct radio frequency (RF) electromagnetic waves into the body and to output RF signals responsively to the waves that are scattered from within the body, with a ground plane behind the front surface and an electromagnetic band gap (EBG) structure between the ground plane and the front surface. Processing circuitry is coupled to the antenna unit so as to receive and process the RF signals.


There is furthermore provided, in accordance with an embodiment of the present invention, therapeutic apparatus, including at least one pacing electrode, configured to apply a pacing signal to a heart in a living body. One or more antennas are configured to be disposed on a thorax of the body so as to direct radio frequency (RF) electromagnetic waves toward the heart and to output RF signals responsively to the waves that are scattered from the heart. Processing circuitry is configured to process the RF signals over time so as to measure a movement of the heart and to drive the at least one pacing electrode so as to pace the heart responsively to the measured movement.


There is also provided, in accordance with an embodiment of the present invention, a method for diagnosis, including directing radio frequency (RF) electromagnetic waves from a plurality of antennas, which are disposed at different, respective locations on a thorax of a living body, toward a heart in the body from different, respective directions, and outputting RF signals responsively to the waves that are scattered from the heart. The RF signals are processed over time so as to provide a multi-dimensional measurement of a movement of the heart.


There is additionally provided, in accordance with an embodiment of the present invention, a method for diagnosis, including directing radio frequency (RF) electromagnetic waves from an antenna, which is disposed on a thorax of a living body, toward a heart in the body while sweeping the waves over multiple different frequencies, and outputting an ultra-wideband RF signal responsively to the waves that are scattered from the heart. The RF signal is processed over time so as to provide a measurement of a movement of the heart.


There is further provided, in accordance with an embodiment of the present invention, a method for diagnosis, including directing radio frequency (RF) electromagnetic waves from one or more antennas disposed on a thorax of a living body so that the waves pass through a lung in the body, and outputting RF signals responsively to the waves that have passed through the lung. The RF signals are processed over time so as to measure a RF path characteristic of the RF electromagnetic waves and, based on the path characteristic, to assess a fluid content of the lung.


There is moreover provided, in accordance with an embodiment of the present invention, a method for diagnosis, including bringing a front surface of an antenna unit into contact with an outer surface of a living body. The antenna unit included a planar antenna element and a conductive element, which is configured to receive electrocardiogram (ECG) signals from the outer surface of the body. The planar antenna element is driven to direct radio frequency (RF) electromagnetic waves from the front surface into the body and to output RF signals responsively to the waves that are scattered from within the body. Both the RF and the ECG signals from the antenna unit are received and processed.


There is furthermore provided, in accordance with an embodiment of the present invention, a therapeutic method, including directing radio frequency (RF) electromagnetic waves toward a heart in a living body from one or more antennas disposed on a thorax of the body, and outputting RF signals responsively to the waves that are scattered from the heart. The RF signals are processed over time so as to measure a movement of the heart, and the heart is paced responsively to the measured movement.


The present invention will be more fully understood from the following detailed description of the embodiments thereof, taken together with the drawings in which:





BRIEF DESCRIPTION OF THE DRAWINGS


FIG. 1 is a schematic, pictorial illustration showing a system for monitoring of heart function, in accordance with an embodiment of the present invention;



FIG. 2 is a schematic representation of a display screen in a system for monitoring of heart function, in accordance with an embodiment of the present invention;



FIG. 3 is a block diagram that schematically shows functional elements of a system for monitoring of heart function, in accordance with an embodiment of the present invention;



FIG. 4 is a schematic exploded view of a patch antenna, in accordance with an embodiment of the present invention;



FIGS. 5A and 5B are schematic plots of propagation delay and amplitude, respectively, of RF waves reflected from the heart, in accordance with an embodiment of the present invention;



FIG. 6 is a schematic, pictorial illustration showing elements of a system for diagnosis of pulmonary edema, in accordance with an embodiment of the present invention;



FIG. 7 is a schematic, pictorial illustration showing elements of a system for pacing the heart, in accordance with an embodiment of the present invention; and



FIG. 8 is a block diagram that schematically illustrates a patch antenna unit, in accordance with another embodiment of the present invention.





DETAILED DESCRIPTION OF EMBODIMENTS
Overview

PCT Patent Application PCT/IB2009/055438, whose disclosure is incorporated herein by reference, describes the use of radar imaging techniques to identify and locate features in the body, based on the difference in their complex dielectric constant relative to the dielectric constant of the surrounding tissue. In the disclosed embodiments, an array of antennas (also referred to as antenna elements) directs RF electromagnetic waves toward the heart and receives the waves that are scattered from within the body. Excitation circuitry applies a RF excitation waveform at multiple different frequencies to different transmitting antennas in the array. Processing circuitry receives and processes signals from different receiving antenna elements in order to locate a feature or features of interest, and possibly to track the movement of such features over the course of the heart cycle. The selection of transmitting and receiving antennas, as well as the selection of excitation frequency, follows a predetermined temporal pattern, which may be implemented by a switching matrix connected to the antenna elements.


As a result of this scheme of excitation and reception, the processing circuitry receives and processes signals from multiple spatial channels (corresponding to different pairs of antennas) at multiple different frequencies for each channel. Taken together in the time domain, these multi-frequency signals are equivalent to short pulses of RF energy. To reconstruct a three-dimensional (3D) image of the interior of the body and find the location of a feature or features, the processing circuitry applies a spatial transform to the set of received signals. The transform may, for example, comprise an inverse spherical Radon transform or an algebraic approximation of such a transform.


Embodiments of the present invention that are described hereinbelow apply techniques similar to those described in PCT/IB2009/055438 for purposes of cardiovascular diagnosis and therapy. In one embodiment, multiple antennas are disposed at different, respective locations on the thorax of a patient, typically surrounding all or at least a part of the thorax. The antennas direct RF waves from different, respective directions toward the heart and output RF signals in response to the scattered waves that they receive. The RF signals received over time are processed so as to provide a multi-dimensional (two- or even three-dimensional) measurement of movement of the heart. This approach can give a picture of heart wall movement that resembles the sort of information provided by cardiac ultrasound imaging, but does not require the active involvement of an expert operator and can even be carried out over a long period while the patient is ambulatory.


Heart wall motion measured by embodiments of the present invention provides detailed diagnostic information regarding functioning of the heart muscle. For example, the heart motion information is useful in diagnosis and monitoring of cardiac ischemia and heart failures, and can also give an indication of cardiac performance, such as chamber volume or ejection fraction. The information provided by embodiments of the present invention can be used in diagnosis, as well as prediction, of ischemic disease and/or ischemic events, such as acute myocardial infarction. The heart wall motion may be compared before, during and after heart stress caused by physical exercise or by medication, in a manner similar to ECG-based stress testing.


As yet another example, the heart wall motion information provided by embodiments of the present invention may be used in place of ultrasonic imaging data in analyzing and diagnosing cardiac mechanical function. For instance, radar-based measurements may be used instead of the Doppler imaging techniques described by Larsson et al., in “State Diagrams of the Heart—a New Approach to Describing Cardiac Mechanics,” Cardiovascular Ultrasound 7:22 (2009), which is incorporated herein by reference.


Additionally or alternatively, embodiments of the present invention can be used in long-term monitoring of heart conditions, and particularly as an ambulatory monitor for the detection of “silent ischemias” in coronary artery disease. Heart wall motion monitoring of this sort can thus be used as a diagnostic tool in addition to or instead of conventional stress testing or Holter monitoring.


The heart motion information provided by embodiments of the present invention may also be used for therapeutic purposes. For example, in one embodiment, a pacemaker is driven to pace the heart based on this sort of measurement, as an addition to other parameters, so that the amplitude and timing of the pacing signal give an optimal result in terms of the actual profile of contraction of the heart muscle. This sort of approach can be particularly useful in cardiac resynchronization therapy.


In some embodiments, these RF-based techniques are used to assess fluid accumulation in the lungs, typically for diagnosis and follow-up of pulmonary edema or lung congestion. In these embodiments, one or more antennas on the thorax direct RF waves through one (or both) of the lungs and output RF signals in response to the waves that have passed through the lung. The RF signals are processed over time in order to measure a path characteristic of the RF waves passing through the body, such as the effective RF path length of the RF waves. The RF path length, as opposed to the actual, physical distance, is defined by the length of time required for the waves to pass through the chest (either directly, from one side to the other, or by reflection from the heart and return to an antenna). This path length depends on the dielectric constant of the tissue along the path. When there is fluid in the lungs, the dielectric constant is greater (relative to normal, air-filled lungs), and the RF path length increases accordingly. This RF path length may thus be used to assess the fluid content of the lung.


In some embodiments, monitoring information is sent from a local controller attached to the antennas on the patient's body to a center where is the information can be accessed by a referring physician, experts, technicians, and/or the patient himself. The data may flow via a local gateway device, such as a cell-phone or personal computer, via a network, such as the Internet or telephone network, to the center, where it is stored.


Various types of antennas may be used in implementing embodiments of the present invention, including the sort of cavity-backed antenna that is described in PCT/IB2009/055438. Alternatively, some embodiments of the present invention use a planar antenna comprising a conductive spiral, which is formed on the front surface of the antenna. The antenna is backed by an in-phase reflective structure based on an electromagnetic band gap (EBG) structure between the antenna ground plane and the front surface. This design provides a flat, possibly flexible antenna, which can be fixed to the body surface by a gel or other adhesive. (Suitable types of gels for this purpose are described in PCT/IB2009/055438.) The antenna may also comprise a conductive element, which receives electrocardiogram (ECG) signals from the body surface along with the RF signals output by the antenna itself. The antenna thus performs two complementary measurements simultaneously and obviates the need for separate ECG electrodes.


In one embodiment, the antenna is part of a self-contained patch that also includes radar processing circuits and a power source. The patch may also include a transmitter, such as a wireless unit, for transmission of data to a monitor or gateway.


System Description


FIG. 1 is a schematic, pictorial illustration of a system 20 for monitoring the function of a heart 22, in accordance with an embodiment of the present invention. Multiple antennas 24, 26, 28, 30, 32 are disposed at different, respective locations around a thorax 34 of the patient. (The thorax is transparent in the figure so as to make visible heart 22 and lungs 36, as well as antennas 28 and 30 on the patient's side and back.) The antennas in this embodiment partially surround the thorax. In alternative embodiments, a larger number of antennas may surround the thorax completely. In other embodiments, a smaller number of antennas, possibly only one or two antennas, may be used. The use of three or more antennas, however, is advantageous in providing multi-dimensional heart motion data, as explained further hereinbelow.


Typically, for good RF coupling, antennas 24, 26, 28, 30, 32 are fixed to the skin of the torso. For this purpose, the antennas may have the form of adhesive patches, as described in greater detail with reference to FIG. 4, for example. Additionally or alternatively, for improved coupling, a dielectric gel may be spread between the front surfaces of the antennas and the skin, as described, for example, in the above-mentioned PCT/IB2009/055438. This gel may have a high dielectric constant at microwave frequencies, to give good RF impedance matching, and high conductivity at low frequencies to enhance electrocardiogram signal acquisition. Further additionally or alternatively, the antennas may be attached to and held in place by a suitable garment, such as a vest (not shown), which the patient wears during the monitoring procedure. Typically, the procedure takes a short time, on the order of a few hours or less, although it is possible to monitor patients in this manner over the course of a day or even several days.


Antennas 24, 26, 28, 30, 32 are connected by cables to a control console 40. The console comprises a front end 42, which drives the antennas to direct RF electromagnetic waves from different, respective directions toward heart 22. In response to the waves that are scattered from the heart (and from other features in the body), the antennas output RF signals. Front end 42 receives these signals via cables 38, filters and digitizes the signals, and passes the resulting digital samples to processing circuitry 44. This processing circuitry processes the RF signals over time so as to provide a multi-dimensional measurement of movement of the heart, as shown and described below. Typically, processing circuitry 44 comprises a general-purpose computer processor, which is programmed in software to carry out the functions described herein. Additionally or alternatively, processing circuitry 44 may comprise dedicated or programmable hardware logic circuits.


In the pictured embodiment, processing circuitry 44 drives a display 46 to show a measurement of the movement of the heart, either graphically or numerically, or both. Additionally or alternatively, the processing circuitry may make other measurements based on the RF signals, such as measuring the amount of fluid accumulated in lungs 36, as described in greater detail hereinbelow. Further additionally or alternatively, front end 42 may receive ECG signals from the antennas on the body surface, and processor 44 may process and output ECG information in addition to measurement of heart motion. The combination of ECG and motion measurement in a single unit is efficient and useful in providing a complete picture of heart function, both electrical and mechanical.


In some embodiments, it is useful to know the precise locations, and possibly also the orientations, of the antennas. For this purpose, antennas 24 and 30 are shown in the figure as comprising position sensors 48. (The other antennas may also comprise position sensors, but these sensors are omitted from the figures for the sake of simplicity.) Various types of position sensors that are known in the art, such as magnetic, ultrasonic, optical or even mechanical position sensors, may be used for this purpose. PCT/IB2009/055438 includes further details of such position sensors and their integration in a radar-based measurement system.



FIG. 2 is a schematic representation of the screen of display 46 in system 20, in accordance with an embodiment of the present invention. Typically, the display is configurable by the user to show different measurements in various different formats. In the example shown in FIG. 2, display 46 shows traces 50 that are indicative of the motion of selected points on the heart wall over time, as measured by system 20. An ECG trace 52 is displayed alongside the wall motion traces for comparison. (Although only two motion traces and one ECG trace are shown in FIG. 2 for the sake of simplicity, a larger number of traces may alternatively be displayed.)


A graphical window 54 gives a two-dimensional (2D) view of the measured heart motion and also enables the user to choose the points whose motion is to be shown by traces 50. Alternatively, given a sufficient number of measurement points around the heart, window 54 may show a real-time three-dimensional (3D) representation of heart wall motion.


Display 46 may optionally include other information and user interface features. For example, a parameter window 56 may show parameters derived from the measurements made by system 20, such as cardiovascular and/or respiratory parameters, in either graphical or numerical form (or both). A status window 58 shows the current status of each of the antennas. This window may indicate, for example, an antenna that is not properly attached to the body (based on measurement of impedance between the antenna and the skin or on characteristics of the RF signals from the antenna), so that the operator can correct the situation. A control window 60 displays status messages and operational buttons to turn system functions on and off.



FIG. 3 is a block diagram that schematically shows functional elements of system 20, and specifically of front end 42, in accordance with an embodiment of the present invention. The elements of the front end exchange data and control instructions via a high-speed bus 62, which is connected to processing circuitry 44 via a bridge 64. To enable ECG measurements, antennas 24, 26, 28, 30, 32 are connected via cables 38 and a switching matrix 78 to a diplexer 66 at the input to front end 42. The diplexer separates out the low-frequency ECG signals from the RF signals, passing the ECG signals to an ECG preprocessing circuit 68. This circuit filters and digitizes the ECG signals and passes the ECG data via bus 62 to processing circuitry 44.


Front end 42 comprises a RF generator 70, which serves as a driver circuit to generate signals at multiple different frequencies for exciting the transmitting antennas. A RF digitizer 72 demodulates and digitizes the signals received by the receiving antennas. Typically, the signals are in the range of about 400 MHz to about 4 GHz, although higher and lower frequencies outside this range may also be used. An I/Q cancellation unit 74 performs signal conditioning functions, including amplification of the outgoing and the incoming signals and cancellation of background components in the received signals. The background cancellation functions of unit are controlled by an I/Q controller 76, as is described in greater detail hereinbelow.


Switching matrix 78 selects different sets of the antennas to transmit and receive signals at different, respective times and frequencies, in a predetermined temporal pattern. Typically, the sets comprise pairs of antennas—one transmitting and one receiving. Alternatively, the switching matrix may select a set consisting of a single monostatic antenna, which both transmits and receives. Further alternatively, other antenna groupings may also be used. The structure and operation of a switching matrix of this sort are described in detail in PCT/IB2009/055438. Switching matrix 78 and RF generator 70 together serve as excitation circuitry and generate a temporal excitation pattern comprising a sequence of measurement frames, wherein each frame typically defines a sweep of the excitation signal both in frequency and over spatial channels (antennas or antenna pairs). The beginning of each frame is triggered by a trigger controller 80, which also provides a clock input to the other components of front end 42.


The sweep over multiple different frequencies creates, in effect, an ultra-wideband signal, which is equivalent, in the signal processing domain, to a very short radar pulse. The use of this sort of ultra-wideband signal enables system 20 to measure path length and heart wall range more accurately and robustly than can generally be achieved using narrowband methods that are known in the art. Although system 20 is shown and described as comprising multiple antennas at different locations on the patient's thorax, the ultra-wideband approach described here may alternatively be used advantageously in measurements of heart wall movement using only a single antenna.


The functions of I/Q cancellation unit 74 are also described in detail in PCT/IB2009/055438. Briefly, unit modifies the phase and amplitude of the sampled signals from RF digitizer 72, under the control of I/Q controller 76, so as to generate an anti-phased signal matching a background component that is to be canceled. This background component may, for example, be a constant and/or slowly-varying part of the incoming signals, which is canceled in order to enhance the time-varying signal component that is due to heart motion. The I/Q cancellation unit generates a signal that is equal in amplitude to the background component but 180° out of phase and adds this anti-phased signal to the received signal from switching matrix 78 and digitizer 72. The I/Q cancellation unit thus cancels the background component without degrading the actual radar signal from the body.


Processing circuitry 44 collects samples of the received signals, following background cancellation, and processes the samples to identify and locate reflecting volumes within the thorax that correspond to points on the heart surface. One method that may be used for this purpose is the inverse spherical Radon transform. More specifically, PCT/IB2009/055438 describes a first-order approximation of the inverse spherical Radon transform, which can be applied efficiently and effectively to the sampled RF signals.


Alternatively, processing circuitry 44 may apply other transform techniques. For example, the processing circuitry may compute a frequency response vector for each pair of antennas, and may then apply a window function, such as a Kaiser window, to each vector and transform the windowed frequency data to the time domain using an inverse Fast Fourier Transform (FFT). A time-domain filter, such as a Kalman filter, may be applied to the transformed data in order to model the location and motion of the heart wall. The processing circuitry may correlate location and motion data between different antenna pairs, as well as correlating the motion with ECG measurements. Additionally or alternatively, circuitry 44 may perform ECG-gated or ECG-phased background subtraction, wherein the subtracted background signal is computed as a combination of the different phases in the heartbeat.


In estimating the heart wall location, circuitry 44 may treat the returned signal as a superposition of a number of point reflectors, each moving and scintillating at a predefined rate and in a predefined manner. The locations of the point reflectors are estimated using optimization techniques, such as a modified simplex technique. The estimated locations are then used to calculate path length and amplitude and thereby to calculate heart wall movement and/or liquid content of the lungs.


Further additionally or alternatively, processing circuitry 44 may receive and process other physiological parameters in conjunction with the RF signals. For example, the processing circuitry may receive breathing information, as well as data concerning patient posture, patient weight, and blood pressure.


Antenna Design


FIG. 4 is a schematic exploded view of a patch antenna unit 82, in accordance with an embodiment of the present invention. The pictured antenna design may be used, for example, for any or all of the antennas shown in FIG. 1, as well as the antennas in the figures that follow. This design is suitable for production as a flexible patch, similar to a large ECG electrode, which can be glued onto the body surface with a suitable adhesive. Antenna unit 82 is shown solely by way of example, however, and other types of antennas may similarly be used in system 20, as well as in the embodiments that are described below.


Antenna unit 82 comprises a front surface 84 in the form of a planar printed circuit board (PCB), on which a conductive spiral 86 is printed to serve as the radiating element of the antenna, using methods of printed circuit fabrication that are known in the art. The front surface is made of suitable biocompatible materials in order to be brought into contact with the body surface. (A layer of gel may be applied between front surface 84 and the body surface, as explained above.) A rear element 88 of the antenna, behind the front surface, serves as a reflective structure. Element 88 comprises a ground plane and a periodic structure that create an electromagnetic band gap (EBG) between the ground plane and the front surface. Details of the theory and design of this sort of antenna are provided by Bell et al., in “A Low-Profile Archimedean Spiral Antenna Using an EBG Ground Plane,” IEEE Antennas and Wireless Propagation Letters 3, pages 223-226 (2004), which is incorporated herein by reference.


The EBG structure in antenna unit 82 is made up of a periodic mesh of conductive patches 92, which are connected to ground plane 90 by vias 94 through a thin dielectric layer (omitted from the figure for visual clarity). The periodic mesh of rear element 88 can have Cartesian or cylindrical symmetry. Since different frequencies exhibit different power densities at different locations on the rear element surface, the components of the EBG structure can have variable dimension to reflect the different frequencies accordingly. For the frequency range mentioned above (400 MHz to 4 GHz), the PCB making up front surface 84 may be 1.6 mm thick, for example, while patches 92 are spaced 1.6 mm from ground plane 90 and contact the rear side of the front surface PCB when assembled. The thickness of front surface 84 and the height of the EBG (as defined by vias 94) can be optimized for the target VSWR performance, front lobe pattern and gain. Under these conditions, the mesh of patches 92 creates an array of cavities having a parallel resonant response that mimics a perfect magnetic conductor in the specified frequency range. The EBG structure thus reflects the backward wave from spiral 86 in phase with the forward beam, thereby constructively adding to the main forward beam from the antenna.


A flexible backing 96 covers the rear side of rear element 88. Backing 96 extends over the edges of the front surface and rear element in order to facilitate secure attachment of antenna unit 82 to the body surface. For this purpose, backing 96 may comprise an adhesive margin 98. Backing 96 may comprise a conductive element for receiving ECG signals from the body surface. Alternatively, front surface 84 may contain such a conductive element (not shown) alongside spiral 86, or the conductive spiral itself may serve to pick up the ECG signals. Additionally or alternatively, the antenna can be coated with metal and electrolytes to enable ECG measurement without affecting RF performance. A RF connector 100 connects antenna unit 82 to cable 38. This connector conveys the RF excitation signal to spiral 86 and returns both RF and ECG signals from the antenna unit to the cable.


Assessment of Pulmonary Edema

Referring back to FIG. 1, some of antennas 24, 26, 28, 30 and 32 are positioned in such a way that the RF waves they emit and/or receive pass through one of lungs 36. For example, when antenna 26 operates in monostatic mode, it directs RF waves through the left lung toward heart 24 and then receives reflected waves from the heart back through the left lung. As another example, in bistatic mode, antenna 30 receives RF waves emitted by antenna 24 after transmission through the lung. The RF path length in either case will vary over the respiration cycle, as the lung fills with air and then empties, and it will vary depending on the amount of fluid accumulated in the lung. Processing circuitry 44 may analyze these path length variations in order to assess the amount of fluid accumulation in the lung.



FIGS. 5A and 5B are schematic plots of propagation delay and amplitude, respectively, of RF waves reflected from the heart, in accordance with an embodiment of the present invention. These plots represent measurements made on a healthy subject using an antenna configured and positioned similarly to antenna 26. The scales are arbitrary. The delay and, to a lesser extent, the amplitude vary periodically with the heart cycle, as shown particularly by the sharp peaks in FIG. 5A.


The depressed portions of both plots between marks 260 and 290 on the horizontal scale correspond to a period of inhalation during the respiratory cycle. This depression in FIG. 5A shows that when the lungs are full of air, the effective RF path length through the lung decreases, since the physical distance between antenna 24 and heart 22 remains about the same, while the average dielectric constant along the path decreases. Exhalation empties the lungs of air and thus increases the effective RF path length. The amplitude of the reflected wave in FIG. 5B also drops during inhalation, presumably because of increased variations of the dielectric constant, and hence more reflections, along the RF path through the lung when the lung is filled with air.


For a lung with a high fluid content, the average dielectric constant will typically be higher than a healthy lung, and the path delay of RF waves traversing the lung will therefore be greater. The overall amplitude may also be greater due to reduced reflections as the waves traverse the lungs. On the other hand, the difference between air-filled and empty lungs over the respiratory cycle is expected to be smaller in both delay and amplitude than the differences shown in FIGS. 5A and 5B. Thus, to diagnose and monitor pulmonary edema, processing circuitry 44 may, for example, compare the delay and possibly the amplitude of the reflected waves to benchmarks provided by healthy and edematous lungs, or to previous measurements made on the same patient. Additionally or alternatively, the processing circuitry may assess the amount of fluid in the lungs by analyzing the changes in delay and/or amplitude of the reflected waves over the course of one or more respiratory cycles.


In order to quantify the assessment of fluid accumulation, the actual physical distance traversed by the RF waves passing through the lung may be measured, and a relation (such as a ratio) may be computed between the effective RF path length and the physical distance. For example, referring back to FIG. 1, if antennas 24 and on opposite sides of the thorax are used to make a transmission-based measurement of the RF path length through lung 36, the physical distance between these antennas may also be measured. One way to measure the physical distance is by mechanical measurement, using a large caliper, for example. Alternatively or additionally, position sensors 48 attached to the antennas may be used to compute the spatial coordinates of each antenna, and the physical distance may then be computed simply as the Cartesian distance between the coordinate points.



FIG. 6 is a schematic, pictorial illustration showing elements of a system 110 for diagnosis of pulmonary edema, in accordance with an embodiment of the present invention. In this embodiment, antenna 26 is operated monostatically to measure the effective path length of RF waves that are reflected from heart 22 via lung 36. An ultrasound transducer 112 alongside antenna 26 is used to measure the physical distance to the heart and back. (Although antenna 26 and transducer 112 are shown, for the sake of clarity, as separate units, they may alternatively be integrated in a single package.) The heart wall is identified in both the RF and ultrasound data as the nearest significantly moving reflective surface.


Processing circuitry 44 computes the relation between the physical distance traversed by the ultrasonic waves and the effective path length traversed by the RF waves. Variations in this relation among different patients and among measurements at different points in time for a given patient are indicative of the amount of fluid in the lung.


Therapeutic Applications

Mechanical sensing of cardiac activity has been proposed for use in cardiac stimulation therapy, such as optimizing timing intervals during cardiac pacing. Detection of peak endocardial wall motion in the apex of the right ventricle for optimizing AV intervals has been validated clinically. Systems and methods for using cardiac wall motion sensor signals to provide hemodynamically-optimal values for heart rate and AV interval have been described, for example, in U.S. Pat. No. 5,549,650, whose disclosure is incorporated herein by reference. A cardiac stimulating system designed to automatically optimize both the pacing mode and one or more pacing cycle parameters in a way that results in optimization of a cardiac performance parameter, such as heart accelerations, is generally described in U.S. Pat. No. 5,540,727, whose disclosure is also incorporated herein by reference.



FIG. 7 is a schematic, pictorial illustration showing elements of a system 120 for pacing heart 22 based on measurements of heart wall motion, in accordance with an embodiment of the present invention. For the sake of simplicity, this figure shows a single antenna 26 used to measure motion of heart 22, but alternatively, multiple antennas may be used (as shown in FIG. 1, for example) to provide multi-dimensional wall motion data. A pacing circuit 122 receives and processes the RF signals from the antennas in order to measure the heart wall movement. Based on this measurement, the pacing circuit generates pacing signals to drive pacing electrodes 124 in the heart. The pacing circuit may adjust the timing and/or amplitude of the pacing signals adaptively, while measuring the wall movement, in order to reach an optimal therapeutic result.


As noted above, antenna 26 may also be used in assessing the fluid content of the lungs. The level of fluid content may then be used in adjusting the pacing regime of electrodes 124, as described, for example, in U.S. Pat. No. 7,191,000, whose disclosure is incorporated herein by reference.


Self-Contained Antenna Patch Unit


FIG. 8 is a block diagram that schematically illustrates a patch antenna unit 130, in accordance with another embodiment of the present invention. Patch 130, in effect, performs most of the functions of system 20, using components that are contained inside an integrated package 142 having the form of a patch, which is typically no more than 20×50 mm across (and may be smaller). As in the preceding embodiments, package 142 may include an adhesive layer (as shown in FIG. 4, for example), by means of which unit 130 can be affixed to the patient's skin.


Patch unit 130 comprises a flat antenna 132, which may be of one of the types described above. A transceiver 136 generates driving signals for transmission by antenna 132 and filters and digitizes the reflected signals that the antenna receives from the patient's body. An active background cancellation circuit 134 cancels background components from the reflected signals, in a manner similar to that of I/Q cancellation unit 74, shown in FIG. 3. A processor 138 controls the operation of the other components of patch 130 and processes the digitized signals output by transceiver 136 in order to extract heart wall motion data, in a similar manner to processing circuitry 44. A power module 144, such as a low-profile battery, provides power to the components of the patch unit.


Patch unit 130 also comprises an ECG electrode 140, in electrical contact with the patient's skin, and an ECG acquisition circuit 150, which filters and digitizes the ECG signals for input to processor 138.


Patch unit 130 may comprise a user interface, such as one or more indicator LEDs 146, which signal the operational state of the patch (on/off, and possibly parameters such as battery level, quality of skin contact or signal strength). Alternatively or additionally, the user interface may comprise a more informative display, such as a LCD, as well as user controls, such as on/off and adjustment buttons.


A communication interface 148 communicates with a remote console (not shown), in order to transmit radar and ECG measurement data and possibly to receive operational commands. The communication interface typically comprises a wireless link, such as a Bluetooth™ or WiFi link. The console may be located in proximity to the patient's location and may thus receive data from interface 148 directly. Alternatively, interface 148 may communicate with a local gateway, such as a personal computer or smart phone, which communicates with the console over a network, such as the Internet or a telephone network. In this sort of embodiment, for example, the console may comprise a server, which stores the data for subsequent viewing and analysis by a physician or other expert. This sort of system configuration is particularly useful for extended ambulatory monitoring.


It will be appreciated that the embodiments described above are cited by way of example, and that the present invention is not limited to what has been particularly shown and described hereinabove. Rather, the scope of the present invention includes both combinations and subcombinations of the various features described hereinabove, as well as variations and modifications thereof which would occur to persons skilled in the art upon reading the foregoing description and which are not disclosed in the prior art.

Claims
  • 1. A method for diagnosis, comprising: directing radio frequency (RF) electromagnetic waves from one or more antennas disposed on a thorax of a body of a patient so that the RF electromagnetic waves pass through or reflect off a lung in the body;outputting signals responsively to the RF electromagnetic waves that have passed through the lung;processing the signals over time so as to measure a path characteristic of the RF electromagnetic waves;comparing the measured path characteristic to one or more benchmark path characteristic values corresponding to identified levels of fluid content of lungs; anddetermining fluid content of the lung based on the comparison.
  • 2. The method of claim 1, wherein processing the signals comprises measuring a change in the path characteristic over one or more respiratory cycles of the lung, and determining the fluid content responsively to the change.
  • 3. The method of claim 1, wherein the path characteristic comprises an effective RF path length of the RF electromagnetic waves through the body.
  • 4. The method of claim 1, wherein the benchmark path characteristic values comprise a physical distance traversed by the RF electromagnetic waves through the thorax of the body.
  • 5. The method of claim 4, wherein: directing RF electromagnetic waves comprises transmitting the RF electromagnetic waves through the lung by a transmitting antenna at a first location on a first side of the thorax, and further comprising: receiving, by a receiving antenna, the waves that have passed through the lung at a second location on a second side of the thorax, opposite the first side, and wherein the physical distance is measured between the first and second locations.
  • 6. The method of claim 4, wherein directing RF electromagnetic waves comprises the RF electromagnetic waves through the lung toward a heart in the body, and further comprising: outputting the RF signals responsively to the RF electromagnetic waves reflected from the heart.
  • 7. The method of claim 6, further comprising: directing, via an ultrasonic transducer located adjacent to the at least one antenna, ultrasonic waves toward the heart, andreceiving the ultrasonic waves reflected from the heart so as to provide a measure of the physical distance.
  • 8. The method of claim 1, wherein the path characteristic comprises an amplitude of the RF electromagnetic waves.
  • 9. The method of claim 1, wherein the path characteristic comprises a phase of the RF electromagnetic waves.
  • 10. A method, comprising: directing radio frequency (RF) electromagnetic waves from one or more antennas disposed on a body of a patient so that the RF electromagnetic waves pass through a first tissue of the body;outputting signals responsively to the RF electromagnetic waves that have passed through the first tissue;processing the signals at a plurality of different points over a period of time so as to determine a path characteristic of the RF electromagnetic waves relative to the first tissue at the different points;comparing the determined path characteristic at the plurality of different points over the period of time; anddetermining a change in fluid content of the first tissue over the period of time based on the comparison.
  • 11. The method of claim 10, wherein the path characteristic includes an amplitude of the RF electromagnetic waves.
  • 12. The method of claim 10, wherein the path characteristic includes a phase of the RF electromagnetic waves.
  • 13. The method of claim 10, wherein the path characteristic includes an effective RF path length of the RF electromagnetic waves that have passed through the first tissue.
  • 14. The method of claim 13, wherein comparing the determined path characteristic includes comparing the effective RF path length of the RF electromagnetic waves to a physical distance traversed by the RF electromagnetic at the plurality of different points over the period of time.
  • 15. The method of claim 14, wherein an ultrasonic transducer is used to obtain a measurement of the physical distance.
  • 16. The method of claim 14, wherein: the one or more antennas comprises a transmitting antenna and a receiving antenna located across the first tissue, the transmitting antenna and the receiving antenna each including a position sensor for measuring a first location and a second location of the transmitting antenna and the receiving antenna, respectively, andthe physical distance is a distance between the first location and the second location.
  • 17. The method of claim 10, further comprising determining attachment level of the one or more antennas disposed on the body to skin of the body based on analysis of characteristics of the RF electromagnetic waves.
  • 18. The method of claim 10, further comprising performing an impedance measurement between the one or more antennas disposed on the body and skin of the body so as to determine an attachment level of the one or more antennas to the skin.
  • 19. The method of claim 10, further comprising adjusting a pacing of an electrode configured to apply a pacing signal into the body based on the change in the fluid content.
  • 20. The method of claim 10, wherein processing the signals includes processing physiological data of the patient in conjunction with the signals.
  • 21. The method of claim 20, wherein the physiological data include information on one or more of patient weight, blood pressure, posture and breathing.
CROSS-REFRENCE TO RELATED APPLICATION

This application is a divisional application of U.S. patent application Ser. No. 14/621,252, filed Feb. 12, 2015, titled “Methods and Systems for Determining Fluid Content of Tissue,” which in turn is a continuation of U.S. patent application Ser. No. 12/759,715, filed Apr. 14, 2010, titled “Methods and Systems for Determining Fluid Content of Tissue,” (issued as U.S. Pat. No. 8,989,837), which in turn is a continuation-in-part of PCT patent application PCT/IB2009/055438, filed Dec. 1, 2009. The disclosures of each of the above applications are incorporated herein by reference in their entireties.

US Referenced Citations (212)
Number Name Date Kind
4240445 Durney et al. Dec 1980 A
4344440 Aaby et al. Aug 1982 A
4557272 Carr Dec 1985 A
4632128 Paglione et al. Dec 1986 A
4640280 Sterzer Feb 1987 A
4641659 Sepponen Feb 1987 A
4774961 Carr Oct 1988 A
4825880 Stauffer et al. May 1989 A
4926868 Larsen May 1990 A
4945914 Allen Aug 1990 A
4958638 Sharpe Sep 1990 A
4986870 Frohlich Jan 1991 A
5003622 Ma et al. Mar 1991 A
5109855 Guner May 1992 A
5394882 Mawhinney Mar 1995 A
5404877 Nolan Apr 1995 A
5474574 Payne et al. Dec 1995 A
5540727 Tockman et al. Jul 1996 A
5549650 Bornzin et al. Aug 1996 A
5668555 Starr Sep 1997 A
5704355 Bridges Jan 1998 A
5766208 McEwan Jun 1998 A
5807257 Bridges Sep 1998 A
5829437 Bridges Nov 1998 A
5841288 Meaney et al. Nov 1998 A
5865177 Segawa Feb 1999 A
5967986 Cimochowski et al. Oct 1999 A
6019724 Gronningsaeter et al. Feb 2000 A
6061589 Bridges et al. May 2000 A
6064903 Riechers et al. May 2000 A
6093141 Mosseri et al. Jul 2000 A
6144344 Kim Nov 2000 A
6161036 Matsumara et al. Dec 2000 A
6193669 Degany et al. Feb 2001 B1
6208286 Rostislavovich et al. Mar 2001 B1
6233479 Haddad et al. May 2001 B1
6267723 Matsumura et al. Jul 2001 B1
6330479 Stauffer Dec 2001 B1
6409662 Lloyd et al. Jun 2002 B1
6454711 Haddad et al. Sep 2002 B1
6471655 Baura Oct 2002 B1
6480733 Turcott Nov 2002 B1
6526318 Ansarinia Feb 2003 B1
6592518 Denker et al. Jul 2003 B2
6604404 Paltieli et al. Aug 2003 B2
6729336 Da Silver et al. May 2004 B2
6730033 Yao et al. May 2004 B2
6755856 Fierens et al. Jun 2004 B2
6933811 Enokihara et al. Aug 2005 B2
6940457 Lee et al. Sep 2005 B2
7020508 Stivoric et al. Mar 2006 B2
7122012 Bouton et al. Oct 2006 B2
7130681 Gebhardt et al. Oct 2006 B2
7184824 Hashimshony Feb 2007 B2
7191000 Zhu et al. Mar 2007 B2
7197356 Carr Mar 2007 B2
7266407 Li et al. Sep 2007 B2
7267651 Nelson Sep 2007 B2
7272431 McGrath Sep 2007 B2
7280863 Shachar Oct 2007 B2
7454242 Fear et al. Nov 2008 B2
7474918 Frants et al. Jan 2009 B2
7479790 Choi Jan 2009 B2
7493154 Bonner et al. Feb 2009 B2
7529398 Zwirn et al. May 2009 B2
7570063 Van Veen et al. Aug 2009 B2
7591792 Bouton Sep 2009 B2
7697972 Verard et al. Apr 2010 B2
7719280 Lagae et al. May 2010 B2
7747302 Milledge et al. Jun 2010 B2
7868627 Turkovskyi Jan 2011 B2
8032211 Hashimshony et al. Oct 2011 B2
8211040 Kojima et al. Jul 2012 B2
8295920 Bouton et al. Oct 2012 B2
8352015 Bernstein et al. Jan 2013 B2
8473054 Pillai et al. Jun 2013 B2
8682399 Rabu Mar 2014 B2
8882759 Manley et al. Nov 2014 B2
8938292 Hettrick et al. Jan 2015 B2
8983592 Belalcazar Mar 2015 B2
8989837 Weinstein et al. Mar 2015 B2
9220420 Weinstein et al. Dec 2015 B2
9265438 Weinstein et al. Feb 2016 B2
9572512 Weinstein et al. Feb 2017 B2
9629561 Weinstein et al. Apr 2017 B2
9788752 Weinstein et al. Oct 2017 B2
10136833 Weinstein et al. Nov 2018 B2
20020032386 Sackner et al. Mar 2002 A1
20020045836 Alkawwas Apr 2002 A1
20020049394 Roy et al. Apr 2002 A1
20020050954 Jeong-Kun et al. May 2002 A1
20020147405 Denker et al. Oct 2002 A1
20020151816 Rich et al. Oct 2002 A1
20030036713 Bouton et al. Feb 2003 A1
20030088180 Van Veen et al. May 2003 A1
20030100815 Da Silva et al. May 2003 A1
20030199770 Chen et al. Oct 2003 A1
20030219598 Sakurai Nov 2003 A1
20040015087 Boric-Lubecke et al. Jan 2004 A1
20040073081 Schramm Apr 2004 A1
20040077943 Meaney et al. Apr 2004 A1
20040077952 Rafter et al. Apr 2004 A1
20040249257 Tupin et al. Dec 2004 A1
20040254457 Van Der Weide Dec 2004 A1
20040261721 Steger Dec 2004 A1
20050038503 Greenhalgh et al. Feb 2005 A1
20050107693 Fear et al. May 2005 A1
20050192488 Bryenton Sep 2005 A1
20050245816 Candidus et al. Nov 2005 A1
20060004269 Caduff et al. Jan 2006 A9
20060009813 Taylor et al. Jan 2006 A1
20060025661 Sweeney et al. Feb 2006 A1
20060101917 Merkel May 2006 A1
20060265034 Aknine et al. Nov 2006 A1
20070016032 Aknine Jan 2007 A1
20070016050 Moehring et al. Jan 2007 A1
20070055123 Takiguchi Mar 2007 A1
20070100385 Rawat Prashant May 2007 A1
20070123770 Bouton et al. May 2007 A1
20070123778 Kantorovich May 2007 A1
20070135721 Zdeblick Jun 2007 A1
20070152812 Wong et al. Jul 2007 A1
20070156057 Cho et al. Jul 2007 A1
20070162090 Penner Jul 2007 A1
20070191733 Gianchandani et al. Aug 2007 A1
20070263907 McMakin et al. Nov 2007 A1
20080027313 Shachar Jan 2008 A1
20080030284 Tanaka et al. Feb 2008 A1
20080036668 White et al. Feb 2008 A1
20080097199 Mullen Apr 2008 A1
20080129511 Yuen et al. Jun 2008 A1
20080139934 McMorrow et al. Jun 2008 A1
20080167566 Unver et al. Jul 2008 A1
20080169961 Steinway et al. Jul 2008 A1
20080183247 Harding Jul 2008 A1
20080200802 Bahavaraju et al. Aug 2008 A1
20080224688 Rubinsky et al. Sep 2008 A1
20080269589 Thijs et al. Oct 2008 A1
20080283282 Kawasaki et al. Nov 2008 A1
20080294036 Hoi et al. Nov 2008 A1
20080316124 Hook Dec 2008 A1
20080319301 Busse Dec 2008 A1
20090021720 Hecker Jan 2009 A1
20090048500 Corn Feb 2009 A1
20090076350 Bly et al. Mar 2009 A1
20090153412 Chiang et al. Jun 2009 A1
20090187109 Hashimshony Jul 2009 A1
20090203972 Heneghan et al. Aug 2009 A1
20090227882 Foo Sep 2009 A1
20090240132 Friedman Sep 2009 A1
20090240133 Friedman Sep 2009 A1
20090248450 Fernandez Oct 2009 A1
20090262028 Mumbru et al. Oct 2009 A1
20090281412 Boyden et al. Nov 2009 A1
20090299175 Bernstein et al. Dec 2009 A1
20090312615 Caduff et al. Dec 2009 A1
20090322636 Brigham et al. Dec 2009 A1
20100052992 Okamura et al. Mar 2010 A1
20100056907 Rappaport et al. Mar 2010 A1
20100076315 Erkamp et al. Mar 2010 A1
20100081895 Zand Apr 2010 A1
20100106223 Grevious Apr 2010 A1
20100152600 Droitcour et al. Jun 2010 A1
20100256462 Rappaport et al. Oct 2010 A1
20100265159 Ando et al. Oct 2010 A1
20100312301 Stahmann Dec 2010 A1
20100321253 Ayala Vazquez et al. Dec 2010 A1
20100332173 Watson et al. Dec 2010 A1
20110004076 Janna et al. Jan 2011 A1
20110009754 Wenzel et al. Jan 2011 A1
20110022325 Craddock et al. Jan 2011 A1
20110040176 Razansky et al. Feb 2011 A1
20110060215 Tupin et al. Mar 2011 A1
20110068995 Baliarda et al. Mar 2011 A1
20110125207 Nabutovsky et al. May 2011 A1
20110130800 Weinstein et al. Jun 2011 A1
20110257555 Banet et al. Oct 2011 A1
20120029323 Zhao Feb 2012 A1
20120065514 Naghavi et al. Mar 2012 A1
20120068906 Asher et al. Mar 2012 A1
20120098706 Lin et al. Apr 2012 A1
20120104103 Manzi May 2012 A1
20120330151 Weinstein et al. Dec 2012 A1
20130041268 Rimoldi et al. Feb 2013 A1
20130069780 Tran et al. Mar 2013 A1
20130090566 Muhlsteff et al. Apr 2013 A1
20130123614 Bernstein et al. May 2013 A1
20130184573 Pahlevan et al. Jul 2013 A1
20130190646 Weinstein et al. Jul 2013 A1
20130225989 Saroka et al. Aug 2013 A1
20130231550 Weinstein et al. Sep 2013 A1
20130297344 Cosentino et al. Nov 2013 A1
20130310700 Wiard et al. Nov 2013 A1
20140046690 Gunderson et al. Feb 2014 A1
20140081159 Tao et al. Mar 2014 A1
20140128032 Muthukumar May 2014 A1
20140163425 Tran Jun 2014 A1
20140288436 Venkatraman et al. Sep 2014 A1
20150025333 Weinstein et al. Jan 2015 A1
20150150477 Weinstein et al. Jun 2015 A1
20150164349 Gopalakrishnan et al. Jun 2015 A1
20150335310 Bernstein et al. Nov 2015 A1
20160073924 Weinstein et al. Mar 2016 A1
20160198957 Arditi et al. Jul 2016 A1
20160198976 Weinstein et al. Jul 2016 A1
20160213321 Weinstein et al. Jul 2016 A1
20160317054 Weinstein et al. Nov 2016 A1
20160345845 Ravid et al. Dec 2016 A1
20170035327 Yuen et al. Feb 2017 A1
20170238966 Weinstein et al. Aug 2017 A1
20170296093 Weinstein et al. Oct 2017 A1
20190046038 Weinstein et al. Feb 2019 A1
Foreign Referenced Citations (42)
Number Date Country
101032400 Sep 2007 CN
101516437 Aug 2009 CN
10008886 Sep 2001 DE
1834588 Sep 2007 EP
2506917 Jan 2015 EP
10-137193 May 1998 JP
2000-235006 Aug 2000 JP
2001-525925 Dec 2001 JP
2004-526488 Sep 2004 JP
2006-208070 Aug 2006 JP
2006-319767 Nov 2006 JP
2007-061359 Mar 2007 JP
2008-515548 May 2008 JP
2008-148141 Jun 2008 JP
2008-518706 Jun 2008 JP
2008-530546 Jul 2008 JP
2008-542759 Nov 2008 JP
2009-514619 Apr 2009 JP
2009-522034 Jun 2009 JP
2010-512190 Apr 2010 JP
2010-537766 Dec 2010 JP
2011-507583 Mar 2011 JP
2011-524213 Sep 2011 JP
WO 2003009752 Feb 2003 WO
WO 2006127719 Nov 2006 WO
WO 2006130798 Dec 2006 WO
WO 2007017861 Feb 2007 WO
WO 2008070856 Jun 2008 WO
WO 2008148040 Dec 2008 WO
WO 2009031149 Mar 2009 WO
WO 2009031150 Mar 2009 WO
WO 2009060182 May 2009 WO
WO 2009081331 Jul 2009 WO
WO 2009152625 Dec 2009 WO
WO 2011067623 Jun 2011 WO
WO 2011067685 Jun 2011 WO
WO 2011141915 Nov 2011 WO
WO 2012011065 Jan 2012 WO
WO 2012011066 Jan 2012 WO
WO 2013118121 Aug 2013 WO
WO 2013121290 Aug 2013 WO
WO 2015118544 Aug 2015 WO
Non-Patent Literature Citations (46)
Entry
Haude et al., Intracoronary Doppler—and Quantitative Coronary Angiography-Derived Predictors of Major Adverse Cardiac Events After Stent Implantation, Mar. 6, 2011, Circulation, vol. 103(9), pp. 1212-1217.
Beyer-Enke et al., Intra-arterial Doppler flowmetry in the superficial femoral artery following angioplasty., 2000, European Radiology, vol. 10, No. 4, pp. 642-649.
Ringer et al., Follow-up of Stented Carotid Arteries by Doppler Ultrasound, Sep. 2002, Neurosurgery, vol. 51, No. 3, pp. 639-643.
Kantarci et al., Follow-up of Extracranial Vertebral Artery Stents with Doppler Sonography., Sep. 2006, American Journal of Roentgenology, vol. 187, pp. 779,787.
Ghosh, et al., Immediate Evaluation of Angioplasty and Stenting Results in Supra-Aortic Arteries by Use of a Doppler-Tipped Guidewire, Aug. 2004, American Journal of Neuroradiology, vol. 25, pp. 1172-1176.
Miura et al. “Time Domain Reflectometry: Measurement of Free Water in Normal Lung and Pulmonary Edema,” American Journal of Physiology—Lung Physiology 276:1 (1999), pp. L207-L212.
International Search Report and Written Opinion, dated Nov. 26, 2013 for Application No. PCT/IB2013/00663 filed Feb. 15, 2013.
International Patent Application PCT/IB2009/055438, “Locating Features in the Heart Using Radio Frequency Imaging”, Filed on Dec. 1, 2009.
International Application PCT/IB2009/055438 Search Report dated Jul. 20, 2010.
International Application PCT/IB2010/054861 Search Report dated Apr. 5, 2011.
International Search Report for International Application No. PCT/IB2011/053244, dated Dec. 2, 2011.
Ascension Technology Corporation, “TrakSTAR Adds Versatility to Ascension's New Product Line: Desktop Model Joins driveBAY Tracker for Fast Guidance of Miniaturized Sensor”, USA, Apr. 7, 2008.
Claron Technology Inc., “MicronTracker 3:A New Generation of Optical Trackers”, Canada, 2009.
Immersion Corporation, “Immersion Introduces New 3D Digitizing Product-MicroScribe G2; Faster Data Transfer, USB Compatibility, New Industrial Design”, Press Release, San Jose, USA, Jul. 1, 2002.
Polhemus, “Fastrak: The Fast and Easy Digital Tracker”, USA, 2008.
Czum et al., “The Vascular Diagnostic Laboratory”, The Heart & Vascular Institute Newsletter, vol. 1, USA, Winter, 2001.
Lal et al., “Duplex ultrasound velocity criteria for the stented carotid artery”, Journal of Vascular Surgery, vol. 47, No. 1, pp. 63-73, Jan. 2008.
Larsson et al., “State Diagrams of the Heart—a New Approach to Describing Cardiac Mechanics”, Cardiovascular Utrasound 7:22 (2009).
Bell et al., “A Low-Profile Achimedean Spiral Antenna Using an EBG Ground Plane”, IEEE Antennas and Wireless Propagation Letters 3, pp. 223-226 (2004).
Supplementary European Search Report for Application No. EP 10834292.4 (PCT/IB2010/054861) dated Dec. 4, 2014.
Lin, J.C. et al., “Microwave Imaging of Cerebral Edema”, Proceedings of the IEEE, IEEE, NY, US, vol. 70, No. 5; May 1, 1982, pp. 523.524.
Guido Biffi Gentili et al., “A Versatile Microwave Plethysmograph for the Monitoring of Physiological Parameters”, IEEE Transactions on Biomedical Engineering, IEEE Service Center, Pitscataway, NJ, US, vol. 49, No. 10, Oct. 1, 2002.
Pedersen P C et al., “Microwave Reflection and Transmission Measurements for Pulmonary Diagnosis and Monitoring”, IEEE Transactions on Biomedical Engineering, IEEE Service Center, Piscataway, NJ, US, vol. BME-19, No. 1, Jan. 1, 1978; pp. 40-48.
International Search Report for International Application No. PCT/IB2011/053246 dated, Dec. 13, 2011.
Extended Search Report for European Application No. 11809360.8, dated, Mar. 11, 2014.
Written Opinion of the International Searching Authority, dated Jul. 20, 2010, for International Application No. PCT/IB2009/055438.
International Preliminary Report on Patentability, dated Jun. 14, 2012, for International Application No. PCT/IB2009/055438.
Christine N. Paulson et al. “Ultra-wideband radar methods and techniques of medical sensing and imaging” Proceedings of Spie, vol. 6007, Nov. 9, 2005, p. 60070L.
S. I. Alekseev et al. “Human Skin permittivity determined by millimeter wave reflection measurements”, Bioelectromagnetics, vol. 28, No. 5, Jul. 1, 2007, pp. 331-339.
Supplementary European Search Report and European Search Opinion, dated Jun. 13, 2013, for European Application No. 09851811.1.
Notice of Reasons for Rejection, dated Apr. 28, 2014, for JP 2012-541588.
Notice of Reasons for Rejection, dated Mar. 31, 2015, for JP 2012-541588.
Written Opinion of the International Searching Authority, dated Dec. 2, 2011, for International Application No. PCT/IB2011/053244.
International Preliminary Report on Patentability, dated Jan. 31, 2013, for International Application No. PCT/IB2011/053244.
Supplementary European Search Report and European Search Opinion, dated Feb. 26, 2014, for European Application No. 11809359.
International Search Report and Written Opinion, dated Feb. 26, 2015, for International Application No. PCT/IL2014/050937.
Notice of Reasons for Rejection, dated Apr. 17, 2015, for JP 2013-520273.
International Preliminary Report on Patentability, dated Jan. 31, 2013, for International Application No. PCT/IB2011/053246, 22 pages.
International Preliminary Report on Patentability, dated Aug. 19, 2014 for International Application No. PCT/IB2013/000663 filed Feb. 15, 2013.
International Preliminary Report on Patentability, dated Jun. 5, 2012, for International Application No. PCT/IB2010/054861.
International Search Report and Written Opinion, dated Nov. 28, 2018 for International Application No. PCT/IL2018/050808 filed Jul. 20, 2018.
Liang, Jing et al., Microstrip Patch Antennas on Tunable Electromagnetic Band-Gap Substrates, IEEE Transactions on Antennas and Propagation, vol. 57, No. 6, Jun. 2009.
Partial Supplementary Search Report, dated Oct. 19, 2015, for EP Application No. 13748671.8.
Supplementary European Search Report, dated Mar. 7, 2016, for EP Application No. 13748671.8.
Written Opinion for International Application No. PCT/IB2010/054861 dated Apr. 5, 2011.
Yang, F. et al. “Enhancement of Printed Dipole Antennas Characteristics Using Semi-EBG Ground Plane”, Journal of Electromagnetic Waves and Application, U.S., Taylor & Francis, Apr. 3, 2006, vol. 8, pp. 993-1006.
Related Publications (1)
Number Date Country
20170135598 A1 May 2017 US
Divisions (1)
Number Date Country
Parent 14621252 Feb 2015 US
Child 15422416 US
Continuations (1)
Number Date Country
Parent 12759715 Apr 2010 US
Child 14621252 US
Continuation in Parts (1)
Number Date Country
Parent PCT/IB2009/055438 Dec 2009 US
Child 12759715 US