WO2014045181A1 - Apparatus for testing the integrity of mammary tissues - Google Patents
Apparatus for testing the integrity of mammary tissues Download PDFInfo
- Publication number
- WO2014045181A1 WO2014045181A1 PCT/IB2013/058573 IB2013058573W WO2014045181A1 WO 2014045181 A1 WO2014045181 A1 WO 2014045181A1 IB 2013058573 W IB2013058573 W IB 2013058573W WO 2014045181 A1 WO2014045181 A1 WO 2014045181A1
- Authority
- WO
- WIPO (PCT)
- Prior art keywords
- mammary tissue
- electromagnetic field
- antennas
- transmission antennas
- tissue
- Prior art date
Links
Classifications
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/05—Detecting, measuring or recording for diagnosis by means of electric currents or magnetic fields; Measuring using microwaves or radio waves
- A61B5/0507—Detecting, measuring or recording for diagnosis by means of electric currents or magnetic fields; Measuring using microwaves or radio waves using microwaves or terahertz waves
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/43—Detecting, measuring or recording for evaluating the reproductive systems
- A61B5/4306—Detecting, measuring or recording for evaluating the reproductive systems for evaluating the female reproductive systems, e.g. gynaecological evaluations
- A61B5/4312—Breast evaluation or disorder diagnosis
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/70—Means for positioning the patient in relation to the detecting, measuring or recording means
- A61B5/708—Breast positioning means
Definitions
- the present invention relates to an apparatus for testing the integrity of mammary tissues.
- the invention relates to an apparatus which allows the detection of breast tumours and the test by means of imaging of the integrity of portions of the body.
- the known methods provide tomographic reconstructions of tissues using different means:
- CT computed tomography
- ultrasound is subject to problems of contrast and inability to detect images of objects with high differences in terms of acoustic impedance, such as in areas with air and bone;
- tomography entails administering doses of ionizing radiation to the patient
- this technique even with high-resolution images and with relatively low doses of radiation, fails to detect approximately 15% of cancers present, while approximately 75% of the identified breast lesions are, really, benign.
- microwave imaging has attracted increasing attention, especially for its applicability in breast cancer detection; this is due to the significant contrast that is detected between normal and malign tissues, characteristic of the dielectric properties of the tissues at microwave frequencies.
- the S/C ratio (Signal-to-Clutter ratio) within the breast area is assumed to be the ratio between the maximum response identifying a tumour and the maximum response identifying a possible image of disturbance (clutter) in the same image.
- the S/C ratio detected within the mammary tissue is 4 dB.
- US patent application having publication number US 2006/0241409 discloses a microwave system for estimating the average dielectric properties of a breast tissue, in order to detect the presence and location of a tumour. This is achieved using an iterative method which is an extension of the time-domain inverse scattering algorithm based on a finite-difference time-domain method.
- US patent application having publication number US 201 1/0130656 discloses a microwave image reconstruction apparatus for the diagnosis of breast cancer.
- the apparatus comprises a plurality of antennas #1 , #2, ... #16 arranged in such a way as to permit insertion of a breast (see Fig.2).
- the breast image reconstruction uses an iterative algorithm which comprises a log transformation of the amplitude values of the electromagnetic wave received from the plurality of antennas #1 , #2, ... #16, in order to improve the sensitivity and to reduce the number of performed calculations.
- the object of the present invention is to provide an apparatus for testing the integrity of mammary tissues which allows the integrity of such tissues to be identified in a precise and reliable manner.
- Another object of the invention is to provide an apparatus which allows both to determine the presence of a non-integrity in mammary tissue, and to locate the same with precision within the mammary tissue.
- the apparatus as disclosed, achieves the following technical effects:
- FIG. 1 shows a block diagram representing the invention
- Figures 2a, 2b and 2c show a schematic view of the apparatus of the invention.
- the invention relates to an apparatus for testing the integrity of mammary tissues comprising one or more antennas transmitting towards the mammary tissue and operating in the microwave band, one or more antennas receiving from the mammary tissue and operating in the microwave band, and a processing unit configured to determine a main parameter representing an electrical discontinuity of the mammary tissue and to generate a signal representing a non-integrity of the mammary tissue.
- 1 indicates overall an apparatus for testing the integrity of mammary tissues according to the present Invention.
- glandular tissue will mean the tissue comprising a glandular component, an adipose component, in which the glandular structures are inserted and immersed, and a fibrous supporting component, which generates subdivisions among the various glandular appendages.
- the mammary tissue 2 can display a relative dielectric constant in the range of 1 to 20.
- the mammary tissue 2 can have a conductivity comprised between 0 S/m and 1 S/m.
- the apparatus according to the invention is precisione all'interno del tessuto mammario
- the vertical axis AV is associated with a second motor M2 configured to slide a carriage associated with the first platform PO along the axis AV.
- the positioning of the horizontal platform PO at a predefined height for measuring the mammary tissue is determined by the motor M2.
- the motor M2 rotates a ball screw on which a carriage connected to the horizontal platform slides.
- the positioning of the horizontal platform PO on the vertical axis can be achieved with equivalent mechanical means such as belts, racks, chains etc.
- the initial height position is indicated to the test system by means of a sensor SM2.
- the apparatus for testing the integrity of a mammary tissue comprises one or more transmission antennas TX.
- These antennas are configured to strike a mammary tissue 2 with a main electromagnetic field F1.
- the antennas Tx are mounted inside the casing 10.
- the antennas Tx are concentric to the hub 22 and can be mounted on the platform PO.
- the main electromagnetic field F1 is defined in a band in the microwave frequency interval.
- the frequencies can be comprised between 0.5 GHz and 4 GHz, more preferably between 1 GHz and 3 GHz.
- the mammary tissue 2 is struck by a plurality of electromagnetic fields coming from different directions.
- a plurality of transmission antennas TX can be used for the purpose of generating the aforesaid electromagnetic fields coming from different directions.
- the transmission antennas TX are configured to generate the main electromagnetic field F1 originating from different positions.
- use can be made of a single transmission antenna TX, suitably moved in relation to the mammary tissue 2 so as to assume different positions over time and thus strike the mammary tissue 2 with electromagnetic fields coming from different directions.
- the transmission antennas TX can both be moved in relation to the mammary tissue 2, and switched (i.e. driven between on/off conditions) in such a way as to generate the desired electromagnetic fields in the planned directions and time intervals.
- the mammary tissue 2 has a conformation with substantially circular sections.
- the transmission antennas TX are advantageously positioned around the mammary tissue 2, preferably at a given height Q1 relative to the base of the mammary tissue to be analyzed.
- the antennas Tx are mounted on first supports b12 projecting from the platform PO.
- the transmission antennas TX can be set at a height Q1 defined according to the mammary tissue to be measured.
- the transmission antennas TX can be distributed around the mammary tissue 2 over a circumference with a radius R1.
- the circumferential distribution of the transmission antennas TX, relative to the mammary tissue 2 can be substantially angularly uniform.
- the apparatus for testing the integrity of a mammary tissue comprises one or more reception antennas RX configured to pick up a reflected electromagnetic field F2 corresponding to the transmitted field F1.
- These antennas Rx are mounted inside the casing 12.
- the antennas Rx are rotatably associated with the hub 22 by means of arms b21.
- the arms b21 rotating around the hub 22 bring about a rotation of the antennas RX in a circular pattern with a radius R2.
- the measurement can take place using one or more reception antennas RX.
- reception antennas RX use can be made of a single reception antenna RX, suitably moved so as to assume different positions over time around the mammary tissue 2.
- reception antennas RX can be moved in relation to the mammary tissue 2.
- the reception antennas RX can advantageously be positioned at a given height Q1.
- the antennas Rx are mounted on second supports b22 projecting from the arms b21.
- the height Q1 is defined as a function of the mammary tissue to be measured.
- reception antennas RX and transmission antennas TX are positioned at the same height Q1.
- the antennas Tx and Rx are both positioned substantially at a height Q1 equal to half the height of the mammary tissue 2.
- the transmission antennas TX are arranged in a more radially external position than the reception antennas RX, relative to the mammary tissue 2.
- This position of the antennas is optimal for applying Huygens' principle to calculate the electromagnetic field within the mammary tissue 2, which will be explained below.
- said position of the antennas ensures the possibility of measuring the electromagnetic field on a closed external surface substantially in contact with the mammary tissue 2 to be analyzed.
- the transmission antennas TX are positioned at a greater distance from the mammary tissue 2, i.e. at the distance R1 , than the reception antennas RX, which are at a distance R2.
- the transmission antennas TX are at a certain distance from the object, whereas the reception antennas are in the immediate proximity of
- the mammary tissue 2 (nearly in contact with) the mammary tissue 2 and positioned on a rotating support with, for example, an angular resolution of nine degrees.
- the dimension of the arm b21 determines the respective radius R2. In one embodiment, it can also be assumed to be variable as a function of the dimensions of the mammary tissue 2 to be measured.
- the electrical connection between the rotating antenna Rx and the receiving device is ensured by means of a coaxial rotary joint.
- connection can be made by means of a flexible spiral cable and with reversal movements of the direction of rotation every 360 degrees.
- the zero starting point of rotation is indicated to the control system by means of a sensor SM1.
- transmitting antennas Tx1 , Tx2, Tx3, Tx4 are fixed to the horizontal platform Po, at a distance equal to the radius R1 greater than R2.
- the number of antennas Tx is 3.
- this number can be greater than or equal to 4.
- the antennas (four in this case) are positioned on circumferential arcs equal to 90 degrees with a radius R1 , and are connected to the receiving device by means of a coaxial switch which determines the activation sequence thereof.
- the motor M3 is coupled with a hub 21 (not shown in the figure) which is concentric to the hub 22 and passes through the horizontal platform PO.
- the antenna TX is rotatably associated with the hub 21 by means of the arm b11.
- the system for positioning the antenna TX pivots on the hub 21 which is concentric to the hub 22 of the antenna Rx.
- the zero starting point of rotation is indicated to the control system by means of a sensor SM3.
- the transmission and reception antennas are isolated from the remaining part of the structure by means of a coating made of microwave absorbing material.
- the apparatus for testing the integrity of a mammary tissue comprises a processing unit 3 configured to process parameters representing the electromagnetic fields F1 and F2.
- processing unit 3 is presented as divided into distinct functional modules (memory modules or operating modules) solely for the purpose of describing the functions of the unit itself in a clear and complete manner.
- the processing unit 3 can consist of a single electronic device (e.g. a PC, a notebook, or the like), duly programmed to carry out the described functions, and the different modules can correspond to hardware entities and/or to routine software belonging to the programmed device.
- a single electronic device e.g. a PC, a notebook, or the like
- the different modules can correspond to hardware entities and/or to routine software belonging to the programmed device.
- the functions can be performed by a plurality of electronic devices over which the aforesaid functional modules can be distributed.
- the processing unit 3 can moreover rely on one or more processors to execute the instructions contained in the memory modules.
- the aforesaid functional modules can be distributed over different local or remote computers based on the architecture of the network they are connected to.
- the processing unit 3 comprises a first operating module 4 configured to determine, as a function of the reflected electromagnetic field F2, a main parameter MP representing an electrical discontinuity of the mammary tissue 2.
- the processing unit 3 comprises a second operating module 5 configured to generate, as a function of the main parameter MP, a signal S representing a non-integrity 2a of the mammary tissue 2.
- the signal S can be generated by the operating module 5, for example, and will output (for example via a screen or monitor) a value representing the mere presence, or also the position, of the non-integrity of the mammary tissue 2.
- the value of the S/C ratio within the mammary tissue is approximately 8 dB, i.e. about double the value obtained with the technique that exploits focusing algorithms.
- a mammary tissue 2 having substantially circular sections; let us assume that the radius of the section corresponding to the height Q1 is a 0 .
- the value of a 0 can vary between 2 and 10 cm.
- the mammary tissue 2 is illuminated by at least one antenna tx operating in the given frequency band.
- the mammary tissue 2 displays homogeneous behaviour in terms of dielectric constant and conductivity, it can be considered intact, i.e. free of detectable pathologies.
- the transfer function is measured in modulus and phase via a VNA or equivalent architecture, also called s12.
- the transfer function is measured in the operating band over a number NF of discrete frequencies f,. Exploiting Huygens' principle, the field within the mammary tissue 2 is calculated.
- the first operating module 4 is further configured to calculate, as a function of the reflected electromagnetic field F2 and exploiting Huygens' principle, an electromagnetic field within the mammary tissue 2 and is further configured to determine, as a function of the electromagnetic field calculated within the mammary tissue, the main parameter MP representing the electrical discontinuity of the mammary tissue 2.
- the use of Huygens' principle ensures a higher signal-to-clutter ratio as compared to the known techniques and a better resolution, other parameters being equal.
- the application of Huygens' principle does not require the use of iterative algorithms and is thus numerically more stable.
- the use of Huygens' principle does not require synchronization between the transmission antennas TX and reception antennas RX: as a result, the apparatus 1 is simpler and more cheap to make.
- the image I will show a peak signal in the site corresponding to the position of the non-integrity itself.
- the peak is preferably characterized by an S/C ratio of around 8 dB, obtained using a band comprised between 1 GHz and 3 GHz, and at least three transmission antennas TX.
- time-domain filtering can be used in an appropriate manner.
- said signal could contain contributions reflected/scattered by the environment wherein the measurement is performed, which are thus "external" to the mammary tissue being analyzed;
- time-domain signal is multiplied by a time window in order to filter out the "external" components
- the frequency band, NF, N pt , M can be varied.
- the procedure disclosed and claimed can be repeated a number of times, positioning the antennas at different heights along the height, i.e. the longitudinal extent, of the mammary tissue.
- the procedure disclosed and claimed can be repeated a number of times, positioning the antennas at different heights along the height, i.e. the longitudinal extent, of the mammary tissue.
- the processing unit 3 can further comprise a positioning module 6.
- the positioning module 6 is configured to determine the dimensions of the arms 21 as a function of the mammary tissue to be measured.
- the apparatus of the invention can comprise a sensor S4 positioned in proximity to the cup 20 and configured to measure the dimensions d1 of the mammary tissue 2.
- the positioning module 6 receives the value of the dimensions d1 as input and determines a corresponding variation of the arms b21.
- the processing unit 3 further comprises a second positioning module 7.
- the second positioning module 7 is configured to move the supporting platform PO along the vertical axis AV.
- the second positioning module 7 is configured to drive the second motor M2 to position the horizontal platform PO at a predefined height Q1 for measuring the mammary tissue.
- the initial height is indicated to the control system by means of the previously described sensor SM2.
- the processing unit 3 further comprises a control module 8.
- the control module 8 is configured to control one or more transmission antennas (TX) and/or one or more reception antennas (RX) so as to switch them between an activation condition and a deactivation condition.
- the technical effect achieved is an optimal measurement of the mammary tissue 2 to be tested.
- the invention achieves important advantages.
- the apparatus according to the invention makes it possible to determine, in a non-invasive and simultaneously reliable manner, the presence of non-integrity in a mammary tissue 2.
- the apparatus according to the invention makes it possible to determine the position of the non-integrity within the mammary tissue 2.
- the apparatus allows an optimal positioning of the electromagnetic transceiving antennas so as to ensure an optimal test of the mammary tissue.
Landscapes
- Health & Medical Sciences (AREA)
- Life Sciences & Earth Sciences (AREA)
- Surgery (AREA)
- Public Health (AREA)
- Animal Behavior & Ethology (AREA)
- Biophysics (AREA)
- Pathology (AREA)
- Engineering & Computer Science (AREA)
- Biomedical Technology (AREA)
- Heart & Thoracic Surgery (AREA)
- General Health & Medical Sciences (AREA)
- Molecular Biology (AREA)
- Veterinary Medicine (AREA)
- Physics & Mathematics (AREA)
- Medical Informatics (AREA)
- Reproductive Health (AREA)
- Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
- Radiology & Medical Imaging (AREA)
- Gynecology & Obstetrics (AREA)
- Measurement And Recording Of Electrical Phenomena And Electrical Characteristics Of The Living Body (AREA)
- Ultra Sonic Daignosis Equipment (AREA)
- Apparatus For Radiation Diagnosis (AREA)
- Prostheses (AREA)
- External Artificial Organs (AREA)
Abstract
The invention describes an apparatus for testing the integrity of mammary tissues comprising one or more transmission antennas (TX) configured to strike a mammary tissue (2) with a main electromagnetic field (F1) in the microwave frequency band, one or more reception antennas (RX) configured to pick up a corresponding reflected electromagnetic field (F2), a processing unit (3) comprising a first operating module (4) configured to determine a main parameter (MP) representing an electrical discontinuity of the mammary tissue (2), and a second operating module (5) configured to generate a signal (S) representing a non-integrity (2a) of the mammary tissue (2).
Description
APPARATUS FOR TESTING THE INTEGRITY OF MAMMARY TISSUES
FIELD OF APPLICATION
The present invention relates to an apparatus for testing the integrity of mammary tissues.
In particular, the invention relates to an apparatus which allows the detection of breast tumours and the test by means of imaging of the integrity of portions of the body.
PRIOR ART
As it is well known, in medical applications methods of analysis based on imaging are considered of great interest.
The known methods provide tomographic reconstructions of tissues using different means:
• ultrasound scanners;
• X-ray based computed tomography (CT);
• nuclear magnetic resonance imaging (MRI)
Such methods are affected by multiple problems.
• ultrasound is subject to problems of contrast and inability to detect images of objects with high differences in terms of acoustic impedance, such as in areas with air and bone;
• tomography entails administering doses of ionizing radiation to the patient;
• magnetic resonance requires lengthy periods of application of the magnetic field and is very costly.
Moreover, in the specific application of breast cancer detection, the limitations of X-ray mammography are well known.
More precisely, this technique, even with high-resolution images and with relatively low doses of radiation, fails to detect approximately 15% of cancers present, while approximately 75% of the identified breast lesions are, really, benign.
Over time, microwave imaging has attracted increasing attention, especially for its applicability in breast cancer detection; this is due to the significant contrast that is detected between normal and malign tissues, characteristic of the dielectric properties of the tissues at microwave frequencies.
Current research in microwave breast imaging can be divided into:
• microwave tomography;
• ultra-wide band (UWB) radio techniques.
Unfortunately, these methods, too, are affected by multiple problems:
• tomography is intrinsically unstable, since it requires solving a nonlinear inverse problem;
• in UWB, complex focusing techniques are necessary; in some cases filters are necessary to improve the suppression of possible disturbing images (clutter suppression) and the spatial discrimination, but these entail an increase in complexity;
• approaches based on time reversal (TR) techniques have also been proposed, but they require knowledge of the channel transfer function associated with the feedback.
It should also be underlined that the proposed methods are characterized by a low S/C ratio.
In the literature of imaging analysis for breast cancer performed at microwave frequencies, the S/C ratio (Signal-to-Clutter ratio) within the breast area is assumed to be the ratio between the maximum response identifying a tumour and the maximum response identifying a possible image of disturbance (clutter) in the same image.
It may be deduced that the higher this ratio is, the better is the detection and determination of the position of possible non-integrities in the mammary tissue.
By way of example, in the previously mentioned technique which exploits focusing algorithms, the S/C ratio detected within the mammary tissue is 4 dB.
US patent application having publication number US 2006/0241409 discloses a microwave system for estimating the average dielectric properties of a breast tissue, in order to detect the presence and location of a tumour. This is achieved using an iterative method which is an extension of the time-domain inverse scattering algorithm based on a finite-difference time-domain method.
US patent application having publication number US 201 1/0130656 discloses a microwave image reconstruction apparatus for the diagnosis of breast cancer. The apparatus comprises a plurality of antennas #1 , #2, ... #16 arranged in such a way as to permit insertion of a breast (see Fig.2). The breast image reconstruction uses an iterative algorithm which comprises a log transformation of the amplitude values of the electromagnetic wave received from the plurality of antennas #1 , #2, ... #16, in order to improve the sensitivity and to reduce the number of performed calculations.
In light of the above, the object of the present invention is to provide an apparatus for testing the integrity of mammary tissues which allows the integrity of such tissues to be identified in a precise and reliable manner. Another object of the invention is to provide an apparatus which allows both to determine the presence of a non-integrity in mammary tissue, and to locate the same with precision within the mammary tissue.
SUMMARY OF THE INVENTION
These and other objects are achieved by an apparatus for testing the integrity of mammary tissues according to what is disclosed in the appended claims.
The apparatus, as disclosed, achieves the following technical effects:
- it allows a precise and reliable identification of the integrity of mammary tissues;
- it allows to determine the presence of a non-integrity and to locate the same with precision within the mammary tissue;
- it allows to determine, in a non-invasive and simultaneously reliable
manner, the presence of non-integrity in a mammary tissue.
- it is of simple construction and implementation.
The aforesaid technical effects and other technical effects of the invention will be apparent in greater detail from the description that follows of an examplary embodiment, given by way of illustration and not by way of limitation with reference to the appended drawings.
BRIEF DESCRIPTION OF THE DRAWINGS
Figure 1 shows a block diagram representing the invention;
Figures 2a, 2b and 2c show a schematic view of the apparatus of the invention.
DETAILED DESCRIPTION OF THE INVENTION
The invention relates to an apparatus for testing the integrity of mammary tissues comprising one or more antennas transmitting towards the mammary tissue and operating in the microwave band, one or more antennas receiving from the mammary tissue and operating in the microwave band, and a processing unit configured to determine a main parameter representing an electrical discontinuity of the mammary tissue and to generate a signal representing a non-integrity of the mammary tissue.
With reference to the figures, 1 indicates overall an apparatus for testing the integrity of mammary tissues according to the present Invention.
In the present description and in the subsequent claims, the term "mammary tissue" will mean the tissue comprising a glandular component, an adipose component, in which the glandular structures are inserted and immersed, and a fibrous supporting component, which generates subdivisions among the various glandular appendages.
By way of example, the mammary tissue 2 can display a relative dielectric constant in the range of 1 to 20.
By way of example, the mammary tissue 2 can have a conductivity comprised between 0 S/m and 1 S/m.
The apparatus according to the invention, as will be clearer hereinafter, is
precisione all'interno del tessuto mammario;
- permette di determinare, in maniera non invasiva ed affidabile al contempo, la presenza di non integrita in un tessuto mammario.
- e di semplice costruzione e realizzazione.
Gli effetti tecnici citati ed altri effetti tecnici dell' invenzione risulteranno piu dettagliatamente dalla descrizione, fatta qui di seguito, di un esempio di realizzazione dati a titolo indicativo e non limitativo con riferiraento ai disegni allegati.
BREVE DESCRIZIONE DEI DISEGNI
La figura 1 mostra schema a blocchi rappresentativo dell' invenzione;
Le figure 2a, 2b e 2c mostrano una vista schematics dell 1 apparato dell 1 invenzione.
DESCRIZIONE DETTAGLIATA DELI/ INVENZIOME
L' invenzione descrive un apparato per il controllo d' integrita di teasuti mammari comprendente una o piu antenne di trasmissione verso un tessuto mammario operanti nella banda delle microonde, una o piu antenne di ricezione dal tessuto mammario operanti nella banda delle microonde, un'unita di elaborazione configurata per determinare un parametro principale rappresentativo di una discontinuity elettrica del tessuto mammario, e per generare un segnale rappresentativo di una non integrita del tessuto mammario.
Con riferimento alle figure, con 1 e stato coroplessivamente indicato un apparato per il controllo d' integrita di tessuti mammari in accordo con la presente invenzione.
Nella presente descrizione e nelle successive
According to the invention, the vertical axis AV is associated with a second motor M2 configured to slide a carriage associated with the first platform PO along the axis AV.
In other words, the positioning of the horizontal platform PO at a predefined height for measuring the mammary tissue is determined by the motor M2. The motor M2 rotates a ball screw on which a carriage connected to the horizontal platform slides.
Alternatively, the positioning of the horizontal platform PO on the vertical axis can be achieved with equivalent mechanical means such as belts, racks, chains etc.
The initial height position is indicated to the test system by means of a sensor SM2.
With reference to the figures, the apparatus for testing the integrity of a mammary tissue according to the invention comprises one or more transmission antennas TX.
These antennas are configured to strike a mammary tissue 2 with a main electromagnetic field F1.
The antennas Tx are mounted inside the casing 10.
The antennas Tx are concentric to the hub 22 and can be mounted on the platform PO.
Preferably, the main electromagnetic field F1 is defined in a band in the microwave frequency interval.
In particular, the frequencies can be comprised between 0.5 GHz and 4 GHz, more preferably between 1 GHz and 3 GHz.
Preferably, the mammary tissue 2 is struck by a plurality of electromagnetic fields coming from different directions.
In the preferred embodiment, the use of one or more transmission antennas TX is envisaged.
In particular, a plurality of transmission antennas TX can be used for the purpose of generating the aforesaid electromagnetic fields coming from
different directions.
In other words, the transmission antennas TX are configured to generate the main electromagnetic field F1 originating from different positions.
In one embodiment, use can be made of a single transmission antenna TX, suitably moved in relation to the mammary tissue 2 so as to assume different positions over time and thus strike the mammary tissue 2 with electromagnetic fields coming from different directions.
It is likewise envisaged that several transmission antennas TX can be moved in relation to the mammary tissue 2.
Advantageously, the transmission antennas TX can both be moved in relation to the mammary tissue 2, and switched (i.e. driven between on/off conditions) in such a way as to generate the desired electromagnetic fields in the planned directions and time intervals.
Preferably, the mammary tissue 2 has a conformation with substantially circular sections.
The transmission antennas TX are advantageously positioned around the mammary tissue 2, preferably at a given height Q1 relative to the base of the mammary tissue to be analyzed.
In other words, the antennas Tx are mounted on first supports b12 projecting from the platform PO.
The transmission antennas TX can be set at a height Q1 defined according to the mammary tissue to be measured.
The transmission antennas TX can be distributed around the mammary tissue 2 over a circumference with a radius R1.
Advantageously the circumferential distribution of the transmission antennas TX, relative to the mammary tissue 2, can be substantially angularly uniform. Preferably, there are at least three transmission antennas TX, so as to allow to eliminate the so-called transmitter "image" and prevent the latter from undermining the quality of the measurement.
With reference to the figures, the apparatus for testing the integrity of a
mammary tissue according to the invention comprises one or more reception antennas RX configured to pick up a reflected electromagnetic field F2 corresponding to the transmitted field F1.
These antennas Rx are mounted inside the casing 12.
The antennas Rx are rotatably associated with the hub 22 by means of arms b21.
In other words, the arms b21 rotating around the hub 22 bring about a rotation of the antennas RX in a circular pattern with a radius R2.
The measurement can take place using one or more reception antennas RX. In one embodiment, use can be made of a single reception antenna RX, suitably moved so as to assume different positions over time around the mammary tissue 2.
It is likewise envisaged that a greater number of reception antennas RX can be moved in relation to the mammary tissue 2.
As for the transmission antennas, the reception antennas RX can advantageously be positioned at a given height Q1.
In other words, the antennas Rx are mounted on second supports b22 projecting from the arms b21.
In the case of the reception antennas RX as well, the height Q1 is defined as a function of the mammary tissue to be measured.
Preferably, the reception antennas RX and transmission antennas TX are positioned at the same height Q1.
Preferably, the antennas Tx and Rx are both positioned substantially at a height Q1 equal to half the height of the mammary tissue 2.
Conveniently, the transmission antennas TX are arranged in a more radially external position than the reception antennas RX, relative to the mammary tissue 2. This position of the antennas is optimal for applying Huygens' principle to calculate the electromagnetic field within the mammary tissue 2, which will be explained below. In fact, said position of the antennas ensures the possibility of measuring the electromagnetic field on a closed external
surface substantially in contact with the mammary tissue 2 to be analyzed. In practical terms, the transmission antennas TX are positioned at a greater distance from the mammary tissue 2, i.e. at the distance R1 , than the reception antennas RX, which are at a distance R2.
Preferably, the transmission antennas TX are at a certain distance from the object, whereas the reception antennas are in the immediate proximity of
(nearly in contact with) the mammary tissue 2 and positioned on a rotating support with, for example, an angular resolution of nine degrees.
The dimension of the arm b21 determines the respective radius R2. In one embodiment, it can also be assumed to be variable as a function of the dimensions of the mammary tissue 2 to be measured.
The electrical connection between the rotating antenna Rx and the receiving device is ensured by means of a coaxial rotary joint.
As an alternative to the rotary joint, the connection can be made by means of a flexible spiral cable and with reversal movements of the direction of rotation every 360 degrees.
The zero starting point of rotation is indicated to the control system by means of a sensor SM1.
Preferably, four transmitting antennas Tx1 , Tx2, Tx3, Tx4 are fixed to the horizontal platform Po, at a distance equal to the radius R1 greater than R2.
In a preferred embodiment, the number of antennas Tx is 3.
In other embodiments, this number can be greater than or equal to 4.
The antennas (four in this case) are positioned on circumferential arcs equal to 90 degrees with a radius R1 , and are connected to the receiving device by means of a coaxial switch which determines the activation sequence thereof.
In one variant, as a replacement for the fixed antennas TX, it is possible to put a single antenna TX which is positioned by a motor M3, not shown in the figure, and is coupled with or replaces the first motor M1 , in the circumferential arc established by the measuring sequence.
In particular, the motor M3 is coupled with a hub 21 (not shown in the figure)
which is concentric to the hub 22 and passes through the horizontal platform PO.
The antenna TX is rotatably associated with the hub 21 by means of the arm b11.
The system for positioning the antenna TX pivots on the hub 21 which is concentric to the hub 22 of the antenna Rx.
The zero starting point of rotation is indicated to the control system by means of a sensor SM3.
Preferably, the transmission and reception antennas are isolated from the remaining part of the structure by means of a coating made of microwave absorbing material.
With particular reference to figure 1 , the apparatus for testing the integrity of a mammary tissue comprises a processing unit 3 configured to process parameters representing the electromagnetic fields F1 and F2.
In general it should be noted that in the present context and in the subsequent claims, the processing unit 3 is presented as divided into distinct functional modules (memory modules or operating modules) solely for the purpose of describing the functions of the unit itself in a clear and complete manner.
In reality, the processing unit 3 can consist of a single electronic device (e.g. a PC, a notebook, or the like), duly programmed to carry out the described functions, and the different modules can correspond to hardware entities and/or to routine software belonging to the programmed device.
Alternatively, or in addition, the functions can be performed by a plurality of electronic devices over which the aforesaid functional modules can be distributed.
The processing unit 3 can moreover rely on one or more processors to execute the instructions contained in the memory modules.
Furthermore, the aforesaid functional modules can be distributed over different local or remote computers based on the architecture of the network
they are connected to.
According to the invention, the processing unit 3 comprises a first operating module 4 configured to determine, as a function of the reflected electromagnetic field F2, a main parameter MP representing an electrical discontinuity of the mammary tissue 2.
As a function of the main parameter MP, it is thus possible to establish whether there is a non-integrity within the mammary tissue 2.
In other words, as a function of the main parameter MP it is possible to establish whether there is an anomaly in the composition of the mammary tissue 2.
In still other words, based on the main parameter MP, it is possible to establish whether there is an inhomogeneity in the mammary tissue 2.
According to the invention, the processing unit 3 comprises a second operating module 5 configured to generate, as a function of the main parameter MP, a signal S representing a non-integrity 2a of the mammary tissue 2.
The signal S can be generated by the operating module 5, for example, and will output (for example via a screen or monitor) a value representing the mere presence, or also the position, of the non-integrity of the mammary tissue 2.
Advantageously, by exploiting the technical features of the invention it is also possible to determine the position of the non-integrity within the mammary tissue 2.
With the procedure of the invention, the value of the S/C ratio within the mammary tissue is approximately 8 dB, i.e. about double the value obtained with the technique that exploits focusing algorithms.
Going into further detail, the invention is based on the following considerations.
Let us consider a mammary tissue 2 having substantially circular sections; let us assume that the radius of the section corresponding to the height Q1
is a0. The value of a0 can vary between 2 and 10 cm.
The mammary tissue 2 is illuminated by at least one antenna tx operating in the given frequency band.
It is assumed that we know the dielectric constant and conductivity of the mammary tissue 2 beforehand; this information does not necessarily have to be particularly accurate.
It is assumed, moreover, that if the mammary tissue 2 displays homogeneous behaviour in terms of dielectric constant and conductivity, it can be considered intact, i.e. free of detectable pathologies.
In contrast, if discontinuities were to be found, the assessment as to integrity would change and cases could occur in which anomalies are present.
Let us suppose that the field transmitted by Tx is measured in the points rxnp≡(ao, np) with np=1 ,...,NPT located on the surface. In greater detail, the transfer function is measured in modulus and phase via a VNA or equivalent architecture, also called s12. The transfer function is measured in the operating band over a number NF of discrete frequencies f,. Exploiting Huygens' principle, the field within the mammary tissue 2 is calculated. In particular, the first operating module 4 is further configured to calculate, as a function of the reflected electromagnetic field F2 and exploiting Huygens' principle, an electromagnetic field within the mammary tissue 2 and is further configured to determine, as a function of the electromagnetic field calculated within the mammary tissue, the main parameter MP representing the electrical discontinuity of the mammary tissue 2. The use of Huygens' principle ensures a higher signal-to-clutter ratio as compared to the known techniques and a better resolution, other parameters being equal. Moreover, the application of Huygens' principle does not require the use of iterative algorithms and is thus numerically more stable. Finally, the use of Huygens' principle does not require synchronization between the transmission antennas TX and reception antennas RX: as a result, the apparatus 1 is simpler and more cheap to make.
If the mammary tissue 2 contains a non-integrity, the image I will show a peak signal in the site corresponding to the position of the non-integrity itself. The peak is preferably characterized by an S/C ratio of around 8 dB, obtained using a band comprised between 1 GHz and 3 GHz, and at least three transmission antennas TX.
In order to remove possible artifacts, time-domain filtering can be used in an appropriate manner.
Going into greater detail, the following steps can be carried out:
one starts from the transfer function in the frequency domain; said signal could contain contributions reflected/scattered by the environment wherein the measurement is performed, which are thus "external" to the mammary tissue being analyzed;
one passes into the time domain via an inverse Fourier transform; possible "external" contributions (i.e. reflected/scattered by the environment where the measurement is performed) will show themselves with a greater delay than the "internal" contributions (i.e. reflected/scattered by the mammary tissue being analyzed);
the time-domain signal is multiplied by a time window in order to filter out the "external" components;
one returns to the frequency domain via a Fourier transform.
- The transfer function can be obtained at NF=625 discrete frequencies between 1 GHz and 3 GHz.
The field can be measured in Npt=40 angularly equidistant points on the surface of the mammary tissue 2.
A total of M=4 data series (m=1...4) are obtained by varying the position of the transmission antenna by steps of 90°.
Advantageously, the frequency band, NF, Npt, M can be varied.
In order to perform a 3D imaging operation, the procedure disclosed and claimed can be repeated a number of times, positioning the antennas at different heights along the height, i.e. the longitudinal extent, of the
mammary tissue. In this way it is be possible to obtain a three-dimensional image of the non-integrity 2a of the mammary tissue 2, thus enabling the spatial extent of the anomalous condition of the composition of the mammary tissue 2 to be observed and thus improving the ability to quantify the anomalous condition itself.
The processing unit 3 can further comprise a positioning module 6.
The positioning module 6 is configured to determine the dimensions of the arms 21 as a function of the mammary tissue to be measured.
In other words, the apparatus of the invention can comprise a sensor S4 positioned in proximity to the cup 20 and configured to measure the dimensions d1 of the mammary tissue 2.
The positioning module 6 receives the value of the dimensions d1 as input and determines a corresponding variation of the arms b21.
The processing unit 3 further comprises a second positioning module 7.
The second positioning module 7 is configured to move the supporting platform PO along the vertical axis AV.
In other words, the second positioning module 7 is configured to drive the second motor M2 to position the horizontal platform PO at a predefined height Q1 for measuring the mammary tissue.
The initial height is indicated to the control system by means of the previously described sensor SM2.
The processing unit 3 according to the invention further comprises a control module 8.
The control module 8 is configured to control one or more transmission antennas (TX) and/or one or more reception antennas (RX) so as to switch them between an activation condition and a deactivation condition.
The technical effect achieved is an optimal measurement of the mammary tissue 2 to be tested.
The invention achieves important advantages.
Firstly, the apparatus according to the invention makes it possible to
determine, in a non-invasive and simultaneously reliable manner, the presence of non-integrity in a mammary tissue 2.
Furthermore, in a non-invasive manner and at the same time with a high degree of reliability, the apparatus according to the invention makes it possible to determine the position of the non-integrity within the mammary tissue 2.
Additionally, the apparatus allows an optimal positioning of the electromagnetic transceiving antennas so as to ensure an optimal test of the mammary tissue.
Claims
1. An apparatus for testing the integrity of a mammary tissue comprising:
- one or more transmission antennas (TX) operating in the band of microwaves configured to strike a mammary tissue (2) with a main electromagnetic field (F1);
- one or more reception antennas (RX) operating in the same band and configured to pick up a corresponding reflected electromagnetic field (F2);
- a processing unit (3) comprising:
• a first operating module (4) configured to determine, as a function of said reflected electromagnetic field (F2), a main parameter (MP) representing an electrical discontinuity of said mammary tissue (2);
• a second operating module (5) configured to generate, as a function of said main parameter (MP), a signal (S) representing a non-integrity (2a) of said mammary tissue (2);
wherein said one or more transmission antennas (TX) are arranged in a more radially external position than said one or more reception antennas (RX), with respect to said mammary tissue (2),
and wherein said one or more transmission antennas (TX) and said one or more reception antennas (RX) are repeatedly positioned at different heights along the height of the mammary tissue.
2. The apparatus according to claim 1 , wherein the first operating module (4) is further configured to:
■ calculate, as a function of said reflected electromagnetic field (F2) and exploiting the Huygens' principle, an electromagnetic field within the mammary tissue;
■ determine, as a function of the electromagnetic field calculated within the mammary tissue, said main parameter (MP) representing the electrical discontinuity of the mammary tissue (2).
3. The apparatus according to claims 1 or 2, wherein said transmission antennas (TX) are configured to generate said main electromagnetic field (F1) originating from different positions.
4. The apparatus according to claim 3, wherein one or more of said transmission antennas (TX) are each positioned in a respective position, for the emission of said main electromagnetic field (F1).
5. The apparatus according to claims 3 or 4, wherein said transmission antennas (Tx) are configured to be
- moved in relation to said mammary tissue (2) so as to emit said main electromagnetic field (F1) from said different positions.
6. The apparatus according to claims 4 or 5, wherein the transmission antennas (Tx) are configured to emit said radiation in a predetermined frequency interval.
7. The apparatus according to any of the claims from 3 to 6, wherein said transmission antennas (Tx) are positioned in at least three different positions.
8. The apparatus according to any of the preceding claims, comprising one or more reception antennas (RX) configured to pick up said reflected electromagnetic field (F2) in different directions.
9. The apparatus according to claim 8, wherein said reception antennas (Rx) are configured to be:
- moved in such a way as to pick up said reflected electromagnetic field (F2) in said different directions.
10. The apparatus according to any of the claims from 4 to 6, wherein said mammary tissue (2) has sections which are substantially circular, and said one or more transmission antennas (TX) are positioned at a given height relative to the base of said tissue.
11. The apparatus according to claim 8 or 9, wherein said mammary tissue (2) has sections that are substantially circular, and said one or more reception antennas (RX) are positioned at a given height relative to the base of said tissue.
12. The apparatus according to claims 10 or 11 , wherein said one or more transmission antennas (TX) and said one or more reception antennas (RX) are positioned at the same height (Q1) relative to the base of said tissue.
13. The apparatus according to any of the preceding claims, wherein said processing unit (3) comprises a control module (8) configured to control one or more of said one or more transmission antennas (TX) and/or one or more of said one or more reception antennas (RX) so as to switch them between an activation condition and a deactivation condition.
Priority Applications (5)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
ES13801733T ES2744329T3 (en) | 2012-09-18 | 2013-09-16 | Apparatus for testing the integrity of breast tissues |
CN201380047669.XA CN104661591B (en) | 2012-09-18 | 2013-09-16 | For testing the device of breast tissue integrality |
PL13801733T PL2903511T3 (en) | 2012-09-18 | 2013-09-16 | Apparatus for testing the integrity of mammary tissues |
EP13801733.0A EP2903511B1 (en) | 2012-09-18 | 2013-09-16 | Apparatus for testing the integrity of mammary tissues |
US14/429,032 US10349863B2 (en) | 2012-09-18 | 2013-09-16 | Apparatus for testing the integrity of mammary tissues |
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
IT001542A ITMI20121542A1 (en) | 2012-09-18 | 2012-09-18 | APPARATUS FOR THE INTEGRITY CONTROL OF MAMMARY TEXTILES |
ITMI2012A001542 | 2012-09-18 |
Publications (2)
Publication Number | Publication Date |
---|---|
WO2014045181A1 true WO2014045181A1 (en) | 2014-03-27 |
WO2014045181A9 WO2014045181A9 (en) | 2015-05-14 |
Family
ID=47278394
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
PCT/IB2013/058573 WO2014045181A1 (en) | 2012-09-18 | 2013-09-16 | Apparatus for testing the integrity of mammary tissues |
Country Status (7)
Country | Link |
---|---|
US (1) | US10349863B2 (en) |
EP (1) | EP2903511B1 (en) |
CN (1) | CN104661591B (en) |
ES (1) | ES2744329T3 (en) |
IT (1) | ITMI20121542A1 (en) |
PL (1) | PL2903511T3 (en) |
WO (1) | WO2014045181A1 (en) |
Cited By (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2014195502A1 (en) * | 2013-06-06 | 2014-12-11 | Satimo Industries | Medical imaging system having microwave emission/reception |
EP3223697A1 (en) * | 2014-11-24 | 2017-10-04 | Samsung Electronics Co., Ltd. | Apparatus and method for analyzing body tissue layer in electronic device |
Families Citing this family (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN111954806A (en) * | 2018-04-17 | 2020-11-17 | Ubt有限责任公司 | Apparatus for microwave measurement of dielectric discontinuity of materials |
Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20060241409A1 (en) | 2005-02-11 | 2006-10-26 | Winters David W | Time domain inverse scattering techniques for use in microwave imaging |
US20110130656A1 (en) | 2009-11-30 | 2011-06-02 | Seong-Ho Son | Microwave image reconstruction apparatus and method |
Family Cites Families (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US4831384A (en) * | 1988-05-31 | 1989-05-16 | Tecom Industries Incorporated | Polarization-sensitive receiver for microwave signals |
CA2290599A1 (en) * | 1997-05-23 | 1998-11-26 | The Carolinas Heart Institute | Electromagnetical imaging and therapeutic (emit) systems |
US20040077943A1 (en) * | 2002-04-05 | 2004-04-22 | Meaney Paul M. | Systems and methods for 3-D data acquisition for microwave imaging |
US7771360B2 (en) * | 2003-04-09 | 2010-08-10 | Techniscan, Inc. | Breast scanning system |
-
2012
- 2012-09-18 IT IT001542A patent/ITMI20121542A1/en unknown
-
2013
- 2013-09-16 EP EP13801733.0A patent/EP2903511B1/en active Active
- 2013-09-16 CN CN201380047669.XA patent/CN104661591B/en active Active
- 2013-09-16 US US14/429,032 patent/US10349863B2/en active Active
- 2013-09-16 ES ES13801733T patent/ES2744329T3/en active Active
- 2013-09-16 PL PL13801733T patent/PL2903511T3/en unknown
- 2013-09-16 WO PCT/IB2013/058573 patent/WO2014045181A1/en active Application Filing
Patent Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20060241409A1 (en) | 2005-02-11 | 2006-10-26 | Winters David W | Time domain inverse scattering techniques for use in microwave imaging |
US20110130656A1 (en) | 2009-11-30 | 2011-06-02 | Seong-Ho Son | Microwave image reconstruction apparatus and method |
Non-Patent Citations (2)
Title |
---|
GRZEGORCZYK T M ET AL: "Fast 3-D Tomographic Microwave Imaging for Breast Cancer Detection", IEEE TRANSACTIONS ON MEDICAL IMAGING, IEEE SERVICE CENTER, PISCATAWAY, NJ, US, vol. 31, no. 8, 1 August 2012 (2012-08-01), pages 1584 - 1592, XP011491132, ISSN: 0278-0062, DOI: 10.1109/TMI.2012.2197218 * |
NAVID GHAVAMI ET AL: "UWB Microwave Imaging of Objects With Canonical Shape", IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, IEEE SERVICE CENTER, PISCATAWAY, NJ, US, vol. 60, no. 1, 1 January 2012 (2012-01-01), pages 231 - 239, XP011391349, ISSN: 0018-926X, DOI: 10.1109/TAP.2011.2167905 * |
Cited By (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2014195502A1 (en) * | 2013-06-06 | 2014-12-11 | Satimo 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 |
EP3223697A1 (en) * | 2014-11-24 | 2017-10-04 | Samsung Electronics Co., Ltd. | Apparatus and method for analyzing body tissue layer in electronic device |
EP3223697A4 (en) * | 2014-11-24 | 2017-11-29 | Samsung Electronics Co., Ltd. | Apparatus and method for analyzing body tissue layer in electronic device |
Also Published As
Publication number | Publication date |
---|---|
US20150230725A1 (en) | 2015-08-20 |
ITMI20121542A1 (en) | 2014-03-19 |
CN104661591A (en) | 2015-05-27 |
PL2903511T3 (en) | 2019-12-31 |
WO2014045181A9 (en) | 2015-05-14 |
US10349863B2 (en) | 2019-07-16 |
ES2744329T3 (en) | 2020-02-24 |
EP2903511A1 (en) | 2015-08-12 |
EP2903511B1 (en) | 2019-06-12 |
CN104661591B (en) | 2018-11-16 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN104080397B (en) | Diagnostic system for detection of fluid changes | |
Sohani et al. | Detection of haemorrhagic stroke in simulation and realistic 3-D human head phantom using microwave imaging | |
AlShehri et al. | Experimental breast tumor detection using NN-based UWB imaging | |
EP0984722A1 (en) | Electromagnetical imaging and therapeutic (emit) systems | |
Ruvio et al. | Breast cancer detection using interferometric MUSIC: Experimental and numerical assessment | |
CN104473617A (en) | Biological tissue detection device, system and method | |
Flores‐Tapia et al. | Real time breast microwave radar image reconstruction using circular holography: A study of experimental feasibility | |
Khalesi et al. | Free-space operating microwave imaging device for bone lesion detection: A phantom investigation | |
EP2473104A2 (en) | Electromagnetic tomography apparatuses and methods | |
EP2903511B1 (en) | Apparatus for testing the integrity of mammary tissues | |
Sohani et al. | Microwave imaging for stroke detection: Validation on head-mimicking phantom | |
Wang et al. | Imaging of 3-D dielectric objects using far-field holographic microwave imaging technique | |
Stancombe et al. | Portable biomedical microwave imaging using software-defined radio | |
Maffongelli et al. | Design and experimental test of a microwave system for quantitative biomedical imaging | |
Khalesi et al. | Skin cancer detection through microwaves: validation on phantom measurements | |
Koutsoupidou et al. | Towards a microwave imaging prototype based on the DBIM-TwIST algorithm and a custom-made transceiver system | |
Ghavami et al. | Preliminary experimental validation of radar imaging for stroke detection with phantoms | |
Sohani et al. | An analytically based approach for evaluating the impact of the noise on the microwave imaging detection | |
CN108618759B (en) | Mammary gland microwave imaging method and system | |
Shtoda et al. | The microwave imaging method for express diagnostic of cancer | |
Cuccaro et al. | Subcranial Encephalic Temnograph-Shaped Helmet for Brain Stroke Monitoring | |
Anjit et al. | Microwave imaging solutions for medical imaging using re-weighted basic pursuit algorithm | |
Abdallah et al. | An Analytically Based Approach for Evaluating the Impact of the Noise on the Microwave Imaging Detection | |
Ghavami et al. | Limited-view prototype design for radar-based fruit imaging | |
Khalesi et al. | Microwave Imaging for Lung COVID-19 Infection Detection through Huygens Principle |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
121 | Ep: the epo has been informed by wipo that ep was designated in this application |
Ref document number: 13801733 Country of ref document: EP Kind code of ref document: A1 |
|
NENP | Non-entry into the national phase |
Ref country code: DE |
|
WWE | Wipo information: entry into national phase |
Ref document number: 14429032 Country of ref document: US |
|
WWE | Wipo information: entry into national phase |
Ref document number: 2013801733 Country of ref document: EP |