WO2021130203A1 - Rf coil with integrated vital signs detector - Google Patents

Rf coil with integrated vital signs detector Download PDF

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Publication number
WO2021130203A1
WO2021130203A1 PCT/EP2020/087584 EP2020087584W WO2021130203A1 WO 2021130203 A1 WO2021130203 A1 WO 2021130203A1 EP 2020087584 W EP2020087584 W EP 2020087584W WO 2021130203 A1 WO2021130203 A1 WO 2021130203A1
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WO
WIPO (PCT)
Prior art keywords
vital signs
transmit
detector
receive coil
magnetic resonance
Prior art date
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Ceased
Application number
PCT/EP2020/087584
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English (en)
French (fr)
Inventor
Christoph Günther LEUSSLER
Daniel Wirtz
Julien Thomas SENEGAS
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Koninklijke Philips NV
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Koninklijke Philips NV
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
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Priority to CN202080089775.4A priority Critical patent/CN114867412B/zh
Priority to JP2022537123A priority patent/JP7670059B2/ja
Priority to US17/788,318 priority patent/US11850033B2/en
Priority to EP20838544.3A priority patent/EP4081111B1/en
Publication of WO2021130203A1 publication Critical patent/WO2021130203A1/en
Anticipated expiration legal-status Critical
Ceased legal-status Critical Current

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Classifications

    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/05Detecting, measuring or recording for diagnosis by means of electric currents or magnetic fields; Measuring using microwaves or radio waves
    • A61B5/055Detecting, measuring or recording for diagnosis by means of electric currents or magnetic fields; Measuring using microwaves or radio waves involving electronic [EMR] or nuclear [NMR] magnetic resonance, e.g. magnetic resonance imaging
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/08Measuring devices for evaluating the respiratory organs
    • A61B5/0816Measuring devices for examining respiratory frequency
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/24Detecting, measuring or recording bioelectric or biomagnetic signals of the body or parts thereof
    • A61B5/30Input circuits therefor
    • A61B5/307Input circuits therefor specially adapted for particular uses
    • A61B5/308Input circuits therefor specially adapted for particular uses for electrocardiography [ECG]
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/72Signal processing specially adapted for physiological signals or for diagnostic purposes
    • A61B5/7203Signal processing specially adapted for physiological signals or for diagnostic purposes for noise prevention, reduction or removal
    • A61B5/7207Signal processing specially adapted for physiological signals or for diagnostic purposes for noise prevention, reduction or removal of noise induced by motion artifacts
    • A61B5/721Signal processing specially adapted for physiological signals or for diagnostic purposes for noise prevention, reduction or removal of noise induced by motion artifacts using a separate sensor to detect motion or using motion information derived from signals other than the physiological signal to be measured
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01RMEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R33/00Arrangements or instruments for measuring magnetic variables
    • G01R33/20Arrangements or instruments for measuring magnetic variables involving magnetic resonance
    • G01R33/28Details of apparatus provided for in groups G01R33/44 - G01R33/64
    • G01R33/32Excitation or detection systems, e.g. using radio frequency signals
    • G01R33/36Electrical details, e.g. matching or coupling of the coil to the receiver
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B2562/00Details of sensors; Constructional details of sensor housings or probes; Accessories for sensors
    • A61B2562/02Details of sensors specially adapted for in-vivo measurements
    • A61B2562/0209Special features of electrodes classified in A61B5/24, A61B5/25, A61B5/283, A61B5/291, A61B5/296, A61B5/053
    • A61B2562/0214Capacitive electrodes
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01RMEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R33/00Arrangements or instruments for measuring magnetic variables
    • G01R33/20Arrangements or instruments for measuring magnetic variables involving magnetic resonance
    • G01R33/28Details of apparatus provided for in groups G01R33/44 - G01R33/64
    • G01R33/32Excitation or detection systems, e.g. using radio frequency signals
    • G01R33/34Constructional details, e.g. resonators, specially adapted to MR
    • G01R33/341Constructional details, e.g. resonators, specially adapted to MR comprising surface coils
    • G01R33/3415Constructional details, e.g. resonators, specially adapted to MR comprising surface coils comprising arrays of sub-coils, i.e. phased-array coils with flexible receiver channels
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01RMEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R33/00Arrangements or instruments for measuring magnetic variables
    • G01R33/20Arrangements or instruments for measuring magnetic variables involving magnetic resonance
    • G01R33/28Details of apparatus provided for in groups G01R33/44 - G01R33/64
    • G01R33/32Excitation or detection systems, e.g. using radio frequency signals
    • G01R33/36Electrical details, e.g. matching or coupling of the coil to the receiver
    • G01R33/3621NMR receivers or demodulators, e.g. preamplifiers, means for frequency modulation of the MR signal using a digital down converter, means for analog to digital conversion [ADC] or for filtering or processing of the MR signal such as bandpass filtering, resampling, decimation or interpolation
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01RMEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R33/00Arrangements or instruments for measuring magnetic variables
    • G01R33/20Arrangements or instruments for measuring magnetic variables involving magnetic resonance
    • G01R33/44Arrangements or instruments for measuring magnetic variables involving magnetic resonance using nuclear magnetic resonance [NMR]
    • G01R33/48NMR imaging systems
    • G01R33/54Signal processing systems, e.g. using pulse sequences ; Generation or control of pulse sequences; Operator console
    • G01R33/56Image enhancement or correction, e.g. subtraction or averaging techniques, e.g. improvement of signal-to-noise ratio and resolution
    • G01R33/565Correction of image distortions, e.g. due to magnetic field inhomogeneities
    • G01R33/56509Correction of image distortions, e.g. due to magnetic field inhomogeneities due to motion, displacement or flow, e.g. gradient moment nulling
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01RMEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R33/00Arrangements or instruments for measuring magnetic variables
    • G01R33/20Arrangements or instruments for measuring magnetic variables involving magnetic resonance
    • G01R33/44Arrangements or instruments for measuring magnetic variables involving magnetic resonance using nuclear magnetic resonance [NMR]
    • G01R33/48NMR imaging systems
    • G01R33/54Signal processing systems, e.g. using pulse sequences ; Generation or control of pulse sequences; Operator console
    • G01R33/56Image enhancement or correction, e.g. subtraction or averaging techniques, e.g. improvement of signal-to-noise ratio and resolution
    • G01R33/567Image enhancement or correction, e.g. subtraction or averaging techniques, e.g. improvement of signal-to-noise ratio and resolution gated by physiological signals, i.e. synchronization of acquired MR data with periodical motion of an object of interest, e.g. monitoring or triggering system for cardiac or respiratory gating
    • G01R33/5673Gating or triggering based on a physiological signal other than an MR signal, e.g. ECG gating or motion monitoring using optical systems for monitoring the motion of a fiducial marker

Definitions

  • the invention relates to the field of radio frequency (RF) transmit-receive coils for a magnetic resonance (MR) imaging system and in particular to a RF transmit- receive coil with an integrated vital signs detector.
  • the invention also relates to a system for the detection of vital signs of a patient within a magnetic resonance (MR) imaging system, to a method for operating the system for the detection of vital signs of a patient within a magnetic resonance (MR) imaging system, a software package for a magnetic resonance (MR) imaging system and a software package for upgrading a magnetic resonance (MR) imaging system.
  • High quality triggering in medical imaging is vital for a large number of examinations, e.g. cardiac-, abdominal- or pelvis-imaging. Only with good quality trigger signals the imaging sequence can be carried out at equal expiration states or equal points during the cardiac cycle resulting in superior image quality.
  • vital signs are recorded using dedicated sensors, which are expensive as well as prone to errors and misplacements.
  • the ECG is used to determine the heartbeat and therewith trigger the imaging device.
  • the ECG requires additional effort in preparing the patient (mount and wire electrodes, connect an activate the wireless transmitter).
  • Capacitive electrodes for the evaluation of human body bioelectric potentials are a very attractive alternative to conventional galvanically coupled electrodes for diagnostic applications especially when the signals have to be measured through insulating materials like cloth, which would greatly simplify the current procedure
  • Capacitive type electrodes are able to detect bio potentials with an explicit gap between the sensor and the body, even through hair and clothing. Compared to standard conductive type electrodes, the surface of these electrodes is electrically insulated and thus remains stable even in long-term applications.
  • the sensor’s metal electrode and the body surface are capacitively coupled, forming a capacitance As such, the capacitive type electrodes detects the so-called displacement current ID, posited by J. C. Maxwell to explain magnetic fields around a capacitor, which is proportional to the rate of change of the electric field associated with the ECG signal.
  • a wireless patient monitor for MRI wherein a patient, supported on a movable table, may be positioned outside the bore of the magnet to receive a wireless patient monitor receiving signals from the patient by leads. The patient may then be moved into the bore of the magnet with the wireless patient monitor allowing for continuous monitoring of the patient.
  • the wireless patient monitor may incorporate its own power supply to transmit the monitored signals from the patient via radio transmitted signal or the like to a base station positioned near the magnet but outside of the bore.
  • the patient monitor requires additional effort in preparing the patient e.g. mounting and wireing electrodes and connecting the wireless transmitter.
  • RF radio frequency
  • a radio frequency (RF) transmit-receive coil for a magnetic resonance (MR) imaging system comprising a vital signs detector for the detection of vital signs of a patient within the magnetic resonance (MR) imaging system, wherein the vital signs detector is integrated in the RF transmit-receive coil, wherein a pair of electrically conducting coil elements of the RF transmit-receive coil forms the vital signs detector, wherein the vital signs detector is a capacitive vital signs detector, the capacitive vital signs detector being adapted for receiving capacitive vital signs signals.
  • the proposed system consists of a combination of a RF transmit-receive coil with a capacitive vital signs detector for real time vital signs monitoring and simultaneous high-resolution imaging.
  • the capacitive vital signs detector is formed by the conductors of the RF transmit-receive coil.
  • the method is therefore entirely passive as it utilizes the measurement of the local electric field as modified by the movement of the body (particularly the respiration and cardiac activity).
  • combining RF coil and capacitive vital signs sensor techniques provides improved signal quality using cross correlations between systems, improved calibration schemes, or (spatial) guidance of one system using the other.
  • the magnetic resonance (MR) imaging system can also be a MR-Therapy system like a MR-LINAC.
  • the capacitive vital signs detector is an electrocardiography (ECG) sensor being adapted for receiving ECG signals.
  • ECG electrocardiography
  • the pair of electrically conducting coil elements of the RF transmit-receive coil forming the vital signs detector are covered with a material having a high permittivity.
  • the electrodes may be coverd with a material having a high permitivity, such as ceramic. Electrodes are integrated in the coil cover (close to the body surface), thus no galvanic contact and galvanically isolated to human body.
  • the capacitance ECG depends on several factors, but usually corresponds to relatively small values between 0.1-10 pF. For low frequency measurements as the ECG, such weak coupling requires high input impedance of the sensor as finite input resistance would attenuate the input voltage Vm. Very high impedance nodes are very susceptible to any electromagnetic interference from the environment and motion induced artefacts. Therefore, in an advantageous embodiment of the invention the electrodes can be actively shielded in order to suppress the interference.
  • the vital signs detector is arranged beneath a patient support of a magnetic resonance (MR) imaging system.
  • MR magnetic resonance
  • the arrangement of the detector below a patient support is advantageous, as ECG can be received here especially well. This position is also particularly advantageous for measuring movements and the position of the patient.
  • the object is achieved by a system for the detection of vital signs of a patient within a magnetic resonance (MR) imaging system, the system comprising: a radio frequency (RF) transmit-receive coil with a vital signs detector according to any of claims 1 to 4, the system further comprising an output pre-amplifier for amplifying the capacitive vital signs signals, wherein the pair of electrically conducting coil elements is coupled to the output pre-amplifier, the system further comprising a digital signal processor, wherein the digital signal processor being adapted for further processing the amplified capacitive vital signs signals.
  • RF radio frequency
  • the digital signal processor is a software defined radio (SDR).
  • SDR typically comprise analog-to-digital and digital -to-analog converters, RF components for transmitting and/or receiving of signals an, a FPGA for basic filtering, signal down- and up-conversion and bidirectional wireless or optical outputs.
  • the software exists in the computer, where it is executed and sends instructions to the SDR.
  • a received signal is amplified e.g. by a preamp, and returned to the radio where it can be further amplified or attenuated.
  • the ADC converts the signal to a digital signal, where the FPGA and digital signal processor (DSP) handle down converting and filtering the digital signal.
  • DSP digital signal processor
  • the system comprises a relaxation oscillator and/or a microcontroller for the capacitive vital signs signals detection.
  • the system comprises a multiplexer for switching between different pairs of electrically conducting coil elements of the RF transmit-receive coil forming the vital signs detector.
  • the object is achieved by a method for operating the system for the detection of vital signs of a patient within a magnetic resonance (MR) imaging system as described above comprising the following steps: providing a radio frequency (RF) transmit-receive coil comprising a vital signs detector, wherein the radio frequency (RF) transmit-receive coil and the vital signs detector form a magnetic resonance (MR) imaging coil array, receiving at least one vital signs signal from the vital signs detector, receiving at least one MRI signal from the radio frequency (RF) transmit- receive coil, performing a correction of the MRI signal based on the vital signs signal.
  • the step of performing a correction of the MRI signal based on the vital signs signal comprises a correction based on a deep learning algorithm.
  • a magnetic resonance (MR) imaging system comprising a system for the detection of vital signs of a patient as described above.
  • the object is achieved by a software package for a magnetic resonance (MR) imaging system, whereby the software package contains instructions for controlling a system for the detection of vital signs of a patient within a magnetic resonance (MR) imaging system according to the method as described above.
  • MR magnetic resonance
  • the object is achieved by a software package for upgrading a magnetic resonance (MR) imaging system, whereby the software package contains instructions for controlling a radio frequency (RF) receiver system comprising a vital signs detector according to the method as described above.
  • MR magnetic resonance
  • RF radio frequency
  • an AI-based software algorithm for selecting the capacitive electrodes from sensor data and for configuring e.g. filter parameters based on training data obtained with the system can be foreseen.
  • the data can be processed and filterd using e.g. Kalman or SVD filtering.
  • Data processing can, for example, take place remotely in a cloud.
  • Fig. 1 schematically depicts a system for the detection of vital signs comprising a radio frequency (RF) transmit-receive coil with a vital signs detector according to an embodiment of the invention
  • Fig. 2 schematically depicts a system for the detection of vital signs comprising a radio frequency (RF) transmit-receive coil with a vital signs detector according to another embodiment of the invention
  • Fig. 3 schematically depicts a part of a system for the detection of vital signs according to another embodiment of the invention
  • Fig. 4 schematically depicts a flow chart of the signal stream of the vital signs detector and the RF transmit-receive coil according to an embodiment of the invention
  • Fig. 5 shows a flowchart of a method for operating a system for the detection of vital signs in accordance with an embodiment of the invention
  • Fig. 6 shows vital signs detector patches with a RF transmit-receive coil and impedance circuits in accordance with an embodiment of the invention
  • Fig. 7 shows a RF coil array with individual hybrid RF transmit-receive coils and vital signs detector patches in accordance with an embodiment of the invention.
  • Fig. 1 schematically depicts a system for the detection of vital signs comprising a radio frequency (RF) transmit-receive coil 1 with a vital signs detector 3 according to an embodiment of the invention.
  • the conductor 4 of the radio frequency (RF) transmit-receive coil 1 forms a capacitive electrode with a coupling to the body which is in the order of 5-20 pF.
  • the induced ECG signal can be measured as change in the capacitance. For example, a voltage signal is measured over the capacitance and amplified via the high impedance preamplifier 5. Additionaly the capacitance can be modulated by the motion of the body. Having a RF coil array 18, each individual measured signal depends on the local motion and local ECG signal.
  • the amplified signal is further digitally processed e.g. via a FPGA unit 8.
  • the MRI signal of RF transmit-receive coil 1 is received by the resonant coil circuit and amplified by a RF preamplifier 2. Due to the high impedance of the ECG preamplifier 5 the RF signal is not disturbed.
  • the RF transmit-receive coil signal is further digitized and can be used for correction and calibration of the ECG signal, e.g. to remove motion induced artefacts.
  • the capacitive vital signs signals and the MRI signals are processed in different frequency spaces. Therefore, in an embodiment of the invention two separate ADC channels 6, 7 may be provided.
  • the output of the ADCs is fed to a signal processing device 8.
  • the signal processing device 8 can be e.g. a software defined radio (SDR).
  • SDR software defined radio
  • the signal processing device 8 can be used e.g. for the correction of motion artefacts in the MRI signal by the vital signs signals.
  • An interface 9 e.g. an optical interface, controls the communication of the signal processing device 8 with other components of the MRI system.
  • the capacitive sensor signal can be transformed (or modulate a) to a pilot tone and received via the MRI receiver or by separate receiver at a different frequency.
  • Fig. 2 schematically depicts a system for the detection of vital signs comprising a radio frequency (RF) transmit-receive coil 1 with a vital signs detector 3 according to another embodiment of the invention.
  • RF radio frequency
  • the RF transmit-receive coil 1 is shown with four capacitive conductors 4 forming the capacitive vital signs detector 3.
  • the conductors 4 increase the capacitance for the ECG signal, while the MRI coil resonance is determined by the loop conductor and the lumped capacitors.
  • the MRI signals are received by electrically conducting coil elements of the RF transmit-receive coil 1 and fed to a match and detune circuit 11, amplified by a RF amplifier 2 and further fed to an analog-to-digital converter (ADC) 7.
  • ADC analog-to-digital converter
  • the capacitive vital signs signals are received by the capacitive conductors and fed via two diodes 11 to a relaxation oscillator 12 or a microcontroller for the detection of the capacitive vital signs signals.
  • Fig. 3 schematically depicts a part of a system for the detection of vital signs according to another embodiment of the invention.
  • several electrically conducting coil elements 4 of the RF transmit-receive coil 1 forming vital signs detectors 3 can be foreseen.
  • a multiplexer 14 is provided which is controlled, for example, by means of a microcontroller 13 by a control signal 15.
  • a relaxation oscillator 12 can be provided for the detection of the vital signs signals.
  • Fig. 4 schematically depicts a flow chart of the signal stream of the vital signs detector 3 and the RF transmit-receive coil 1 according to an embodiment of the invention.
  • the vital signs signal from the vital signs detector 3 is analyzed in step 400.
  • the MRI signal from the RF transmit-receive coil 1 is analyzed in step 410.
  • the best signal is identified either from the vital signs detector 3 or the RF transmit-receive coil 1.
  • a signal processing device 8 e.g. a software defined radio (SDR) is used for generating a correlation of the signal in step 430.
  • An improved trigger signal can then be generated from the vital sign signal 450 for improved control of the MRI signal in step 470, e.g. using the correlation of both signals.
  • the MRI signal 440 can also be improved using the vital signs signal.
  • the overall signal quality can be improved by setting a range of interest, which also improves the MRI reconstruction in step 460.
  • Fig. 5 shows a flowchart of a method for operating a system for the detection of vital signs in accordance with an embodiment of the invention.
  • the method starts with step 500 in which a radio frequency (RF) transmit- receive coil 1 comprising a vital signs detector 3 is provided, wherein the radio frequency (RF) transmit-receive coil 1 and the vital signs detector 3 form a magnetic resonance (MR) imaging coil array.
  • RF radio frequency
  • MR magnetic resonance
  • Step 510 at least one vital signs signal is received from the vital signs detector 3.
  • step 520 at least one MRI signal is received from the radio frequency (RF) transmit-receive coil 1.
  • RF radio frequency
  • step 530 a correction of the MRI signal based on the vital signs signal is performed.
  • Fig. 6 shows vital signs detector patches 16 with a RF transmit-receive coil 1 and impedance circuits 17 in accordance with an embodiment of the invention.
  • the additional electrically conducting coil elements 4 forming the vital signs detectors 3 can be formed as patches 16 and combined with the RF transmit-receive coil 1.
  • the patches can be e.g. ECG patches with electrocardiography (ECG) sensors the sensors being adapted for receiving ECG signals.
  • ECG electrocardiography
  • Several patches 16 can be located inside the coil circumference or partly under the coil. The patches 16 are separated from each other in order to prevent B1 shielding effects from the excitation field of the MR body transmit coil.
  • the individual patches 16 are connected via impedance circuits 17.
  • the impedance circuits 17 can be RF chokes or parallel resonant circuits with a high impedance at the MRI frequency and a low impedance at frequencies for ECG and breathing.
  • the signals are amplified and processed separately by different optimized amplifiers 2, 5 e.g. low noise amplifiers (LNA).
  • LNA low noise amplifiers
  • Fig. 7 shows a RF coil array 18 with individual hybrid RF transmit-receive coils 1 and vital signs detector patches 16 in accordance with an embodiment of the invention.
  • Each coil 1 does see an individual part of the human body.
  • the individual signals of the vital signs detector patches 16 can be selected e.g. using a multiplexer.
  • ADC for MRI signal 7 signal processing unit 8 interface 9 match and detune circuit 10 diode 11 relaxation oscillator 12 microcontroller 13 multiplexer 14 control signal 15 vital signs detector patch 16 impedance circuit 17 RF coil array 18

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PCT/EP2020/087584 2019-12-23 2020-12-22 Rf coil with integrated vital signs detector Ceased WO2021130203A1 (en)

Priority Applications (4)

Application Number Priority Date Filing Date Title
CN202080089775.4A CN114867412B (zh) 2019-12-23 2020-12-22 具有集成的生命体征检测器的rf线圈
JP2022537123A JP7670059B2 (ja) 2019-12-23 2020-12-22 バイタルサイン検出器内蔵rfコイル
US17/788,318 US11850033B2 (en) 2019-12-23 2020-12-22 RF coil with integrated vital signs detector
EP20838544.3A EP4081111B1 (en) 2019-12-23 2020-12-22 Rf coil with integrated vital signs detector

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
EP19219362.1A EP3841972A1 (en) 2019-12-23 2019-12-23 Rf coil with integrated vital signs detector
EP19219362.1 2019-12-23

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WO2021130203A1 true WO2021130203A1 (en) 2021-07-01

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EP (2) EP3841972A1 (https=)
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WO (1) WO2021130203A1 (https=)

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EP4253979A1 (en) * 2022-03-28 2023-10-04 Koninklijke Philips N.V. Magnetic resonance receiver coil array with sensor node
EP4684224A1 (en) * 2023-03-22 2026-01-28 Koninklijke Philips N.V. Magnetic resonance receiver coil array with integrated ultrasound transducer
CN116421166B (zh) * 2023-04-25 2026-01-09 北京理工大学 一种感知人体内信号的智能微型机器人及加工方法

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US11850033B2 (en) 2023-12-26
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