WO2023226115A1 - Method for measuring intrinsic time domain stability parameter of radio frequency receiving coil in fmri - Google Patents

Method for measuring intrinsic time domain stability parameter of radio frequency receiving coil in fmri Download PDF

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WO2023226115A1
WO2023226115A1 PCT/CN2022/099606 CN2022099606W WO2023226115A1 WO 2023226115 A1 WO2023226115 A1 WO 2023226115A1 CN 2022099606 W CN2022099606 W CN 2022099606W WO 2023226115 A1 WO2023226115 A1 WO 2023226115A1
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time domain
intrinsic
coil
radio frequency
phantom
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PCT/CN2022/099606
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Chinese (zh)
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高阳
张孝通
全枝艳
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浙江大学
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    • 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
    • G01R33/3671Electrical details, e.g. matching or coupling of the coil to the receiver involving modulation of the quality factor of the RF coil
    • 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
    • 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
    • G01R33/543Control of the operation of the MR system, e.g. setting of acquisition parameters prior to or during MR data acquisition, dynamic shimming, use of one or more scout images for scan plane prescription

Definitions

  • the invention belongs to the technical field of functional magnetic resonance imaging, and specifically relates to a method for measuring the intrinsic time domain stability parameters of radio frequency receiving coils in fMRI.
  • ultra-high field magnetic resonance imaging due to the increase in magnetic field strength, the image signal-to-noise ratio and the contrast when detecting neuronal activity in functional magnetic resonance imaging (fMRI, functional Magnetic Resonance Imaging) It has also improved accordingly, so ultra-high field magnetic resonance is widely used in sub-millimeter functional imaging.
  • fMRI functional Magnetic Resonance Imaging
  • ultra-high field magnetic resonance imaging as the magnetic field intensity increases, the time-domain noise utilized by the subject's motion also increases, thus greatly weakening the imaging potential that can be achieved under ultra-high fields.
  • functional magnetic resonance imaging has mainly focused on improving data acquisition methods, such as image post-processing and motion correction algorithms, in mitigating temporal noise, but few can fundamentally solve the problem of magnetic field strength-related temporal noise.
  • the time-domain noise related to the magnetic field strength can be attributed to the radio frequency operating frequency that increases with the field strength, which causes a more complex interaction between the electromagnetic field and the subject.
  • the electrodynamic coupling between the imaging subject and the radio frequency coil acts as a dielectric load.
  • the electrodynamic coupling will be disturbed; when the coil and the imaged subject The electrodynamic coupling will reach a steady state only when the distance remains constant.
  • MRI Magnetic Resonance Imaging, Magnetic Resonance Imaging
  • image post-processing algorithms often assume a constant coupling level between the radio frequency receiving coil and the subject, but this is obviously not applicable in fMRI.
  • the reason is that changes within the human brain inevitably occur during functional magnetic resonance scanning. Even if the subject's head is stationary, there will be non-rigid movement of brain tissue, as well as the flow of blood and cerebrospinal fluid, which will interfere with the imaging. The interaction between the test and the RF receiving coil.
  • the purpose of the present invention is to provide a method for measuring the intrinsic time domain stability parameters of a radio frequency receiving coil in fMRI, which is used to solve the problem that the existing technology method cannot separate the radio frequency receiving coil from other noise, and thus cannot know the radio frequency receiving coil itself. What kind of technical issues will be brought about in the time domain noise.
  • the present invention provides a method for measuring intrinsic time domain stability parameters of a radio frequency receiving coil in fMRI, including:
  • the distance between the coil and the phantom is changed by inserting dielectric pieces of different thicknesses between the RF receiving coil and the simulated phantom to simulate the relative motion between the coil and the phantom.
  • the dielectric pieces need to meet the conductivity requirements. Less than 1 ⁇ 10 -15 S/m, relative dielectric constant between 1-3;
  • the intrinsic time domain stability parameters of the coil are calculated according to the intrinsic imaging data.
  • the intrinsic time domain stability parameters at least include the intrinsic time domain signal-to-noise ratio, the intrinsic time domain sensitivity stability and the intrinsic time domain stability. Thermal noise stability.
  • the radio frequency receiving coil includes at least a single-channel receiving coil and/or a multi-channel receiving array coil.
  • the subject simulation phantom includes a water phantom, and a filling liquid that simulates the electrical properties of the human body is provided inside the water phantom.
  • the electrical properties at least include dielectric constant and conductivity.
  • the media member includes a plastic pad filled with polytetrafluoroethylene material.
  • multiple echo EPI images of the subject's simulation phantom are collected when inserting dielectric members of different thicknesses, including:
  • the original K-space data of multiple echo EPI images are processed and reconstructed to obtain intrinsic imaging data, including:
  • the original K-space data of multiple echo EPI images are processed and reconstructed to obtain intrinsic imaging data, including:
  • the sum of squares method is used to perform a weighted combination reconstruction of the three-dimensional multi-channel echo data in the original K space, and the intrinsic imaging data after multi-channel information compression is obtained.
  • the coil intrinsic time domain stability parameters are calculated based on the intrinsic imaging data, including:
  • the intrinsic time domain signal-to-noise ratio tSNR * corresponding to different voxel resolutions is calculated, including:
  • the intrinsic time domain signal-to-noise ratio tSNR * is calculated, where,
  • the method before calculating the intrinsic time domain stability parameters of the coil based on the intrinsic imaging data, the method further includes:
  • the intrinsic imaging data collected when the radio frequency power is turned on is used as the coil intrinsic sensitivity data S * ;
  • the intrinsic imaging data collected when the RF power is turned off is used as thermal noise data, and the thermal noise standard deviation is calculated.
  • the coil intrinsic time domain stability parameters are calculated based on the intrinsic imaging data, including:
  • the time-domain standard deviation of the coil intrinsic sensitivity data S * is normalized and calculated to obtain the intrinsic time-domain sensitivity stability ⁇ * , Among them, ⁇ s * represents the time domain standard deviation of the coil intrinsic sensitivity;
  • the time domain standard deviation of the thermal noise data is normalized and calculated to obtain the thermal noise stability ⁇ * in this time domain, in, Represents the time domain standard deviation of the subject's simulated phantom noise.
  • the present invention provides a device for measuring intrinsic time domain stability parameters of radio frequency receiving coils in fMRI, including:
  • the relative motion simulation module is used to change the coil-phantom distance by inserting dielectric pieces of different thicknesses between the radio frequency receiving coil and the subject simulation phantom to simulate the relative motion between the coil and the phantom, where
  • the above-mentioned dielectric parts need to have a conductivity less than 1 ⁇ 10 -15 S/m and a relative dielectric constant between 1 and 3;
  • An imaging data collection module is used to collect multiple echo EPI images of the subject simulation phantom when inserting dielectric parts of different thicknesses, and process and reconstruct the original K-space data of the multiple echo EPI images, Obtain intrinsic imaging data;
  • a time domain parameter calculation module used to calculate the intrinsic time domain stability parameters of the coil based on the intrinsic imaging data.
  • the intrinsic time domain stability parameters at least include the intrinsic time domain signal-to-noise ratio, the intrinsic time domain signal-to-noise ratio, and the intrinsic time domain stability parameters. Sensitivity stability and intrinsic time-domain thermal noise stability.
  • the present invention provides a computer device, including a memory, a processor and a transceiver that are communicatively connected in sequence, wherein the memory is used to store computer programs, the transceiver is used to send and receive messages, and the processor is used to read Take the computer program and execute the method for measuring the intrinsic time domain stability parameters of the radio frequency receiving coil in fMRI as described in any possible design of the first aspect.
  • the present invention provides a computer-readable storage medium. Instructions are stored on the computer-readable storage medium. When the instructions are run on a computer, the instructions are executed as described in any possible design of the first aspect. The method for measuring the intrinsic time domain stability parameters of radiofrequency receiving coils in fMRI is described.
  • the present invention provides a computer program product containing instructions.
  • the instructions When the instructions are run on a computer, the computer is caused to execute the radio frequency receiving coil in fMRI as described in any possible design of the first aspect. Method for measuring intrinsic time domain stability parameters.
  • the present invention changes the distance between the coil and the phantom by inserting dielectric pieces of different thicknesses between the radio frequency receiving coil and the subject's simulation phantom to simulate the relative motion between the coil and the phantom, thus eliminating all possible functional problems.
  • the complex physiological noise in magnetic resonance acquisition only considers the time domain noise caused by the relative motion between the radio frequency receiving coil and the subject phantom; by collecting multiple images of the subject simulation phantom when inserting dielectric parts of different thicknesses Echo EPI images, and process and reconstruct multiple echo images to obtain intrinsic imaging data; calculate the intrinsic time domain stability parameters of the coil based on the intrinsic imaging data, and the intrinsic time domain stability parameters at least include the intrinsic Time domain signal-to-noise ratio, intrinsic time domain sensitivity stability and intrinsic time domain thermal noise stability.
  • This intrinsic time domain stability parameter can be used to guide the design and use of dedicated RF receiving coils in functional magnetic resonance imaging applications. Improving image performance in functional magnetic resonance imaging.
  • Figure 1 is a flow chart of the method for measuring the intrinsic time domain stability parameters of the radio frequency receiving coil in fMRI in this embodiment.
  • the electromagnetic field of the radio frequency receiving coil determines the intrinsic sensitivity and intrinsic thermal noise level of the magnetic resonance signal, based on this, the concept of intrinsic signal-to-noise ratio SNR * has been proposed.
  • SNR * the intrinsic signal-to-noise ratio
  • the intrinsic sensitivity of the magnetic resonance signal and the intrinsic thermal noise level determined by the electrodynamics of the radio frequency receiving coil fluctuate during MRI scanning, this embodiment defines it as intrinsic time domain noise. Due to the shorter radio frequency wavelength of UHF (Ultra High Frequency), the resulting intrinsic time-domain noise may be the main component of the time-domain noise related to the magnetic field strength, thereby deteriorating the imaging performance at the sub-millimeter spatial scale, so , the determination of intrinsic time domain noise is of great significance for improving imaging performance.
  • UHF Ultra High Frequency
  • this embodiment proposes a method for measuring the intrinsic time domain stability parameters of the radio frequency receiving coil in fMRI, and measures the intrinsic time domain stability parameters of the radio frequency receiving coil through this method, which is used to guide functional magnetic resonance imaging.
  • the design and use of dedicated radio frequency receiving coils in applications improve the image performance of functional magnetic resonance imaging. The method is illustrated below through examples, specifically as follows:
  • this embodiment provides a method for measuring the intrinsic time domain stability parameters of a radio frequency receiving coil in fMRI, including but not limited to steps S101 to S103:
  • Step S101 Change the coil-phantom distance by inserting dielectric pieces of different thicknesses between the radio frequency receiving coil and the subject simulation phantom to simulate the relative motion between the coil and the phantom, where the dielectric piece needs to
  • the electrical conductivity is less than 1 ⁇ 10 -15 S/m and the dielectric constant is between 1 and 3, that is, the impact of dielectric properties on the electromagnetic field is very small;
  • the radio frequency receiving coil at least includes a single-channel receiving coil and/or a multi-channel receiving array coil.
  • a single-channel receiving coil and/or a multi-channel receiving array coil Preferably, in this embodiment, three single-channel receiving coils with diameters of 2cm, 3.5cm and 5cm are selected. And a 16-channel receiving array coil with a coverage area of 5cm diameter circle.
  • this embodiment is not limited to coils with the above-mentioned diameter or the above-mentioned number of channels. Any coil structure that can achieve the purpose of the invention of this embodiment belongs to Within the protection scope of the present invention, there is no limitation here.
  • the subject simulation phantom includes a water phantom, and a filling liquid that simulates the electrical characteristics of the human body is provided inside the water phantom.
  • the electrical characteristics at least include dielectric constant and conductivity.
  • the water phantom adopts a uniform cylindrical water phantom with a bottom diameter of 11cm and a length of 20cm, and the filling liquid in the water phantom is deionized water containing 37.5% NiSO4 ⁇ 5H2O and 0.5% NaCl; of course, it can It should be understood that the subject simulation phantom in this embodiment is not limited to the use of water phantoms.
  • Any phantom that can simulate the electrical characteristics of the subject's human body is suitable for the method of this embodiment.
  • the conductivity of the simulation phantom is
  • the dielectric constant is the same as that of the human body, and its parameters such as volume or shape can vary according to the simulation of different human bodies.
  • the medium piece includes a plastic pad filled with polytetrafluoroethylene material.
  • plastic pads with thicknesses of 3 mm, 6 mm and 8 mm are selected, and the simulated phantom is tested each time.
  • the dielectric component is made of polytetrafluoroethylene material, that is, Teflon.
  • the dielectric constant ⁇ r 2.1.
  • other low dielectric constant materials can also be used in this embodiment, which is not limited here.
  • Step S102 Collect multiple echo EPI images of the subject simulation phantom when inserting dielectric parts of different thicknesses, and process and reconstruct the original K-space data of the multiple echo EPI images to obtain intrinsic imaging. data;
  • the echo image is a single echo EPI (Echo Planar Imaging) image.
  • step S102 multiple echo EPI images of the subject simulation phantom when inserting dielectric members of different thicknesses are collected, including:
  • this embodiment sets 30 time domain sampling points/time, and collects voxel sizes of 0.85 ⁇ 0.85 ⁇ 1mm3, 1.15 ⁇ 1.15 ⁇ 1mm3, 1.45 ⁇ 1.45 ⁇ 1mm3, 1.75 ⁇ 1.75 ⁇ 1mm3, 2 ⁇ 2 ⁇ 1mm3 echo images, so that different intrinsic signal-to-noise ratios can be obtained.
  • this embodiment sets 30 time domain sampling points/time, and collects voxel sizes of 0.85 ⁇ 0.85 ⁇ 1mm3, 1.15 ⁇ 1.15 ⁇ 1mm3, 1.45 ⁇ 1.45 ⁇ 1mm3, 1.75 ⁇ 1.75 ⁇ 1mm3, 2 ⁇ 2 ⁇ 1mm3 echo images, so that different intrinsic signal-to-noise ratios can be obtained.
  • the scanning parameter of voxel size is changed, while other parameters, such as imaging range, contrast, etc., are not affected as much as possible. Therefore, only the voxel size of the collected image can be changed. to obtain different intrinsic signal-to-noise ratios.
  • this embodiment can collect a set of 30 temporally discrete data points at each voxel size, and the intrinsic signal-to-noise ratio of the 30 data points is consistent, so that the signal-to-noise ratio data can be calibrated.
  • step S102 when a single-channel receiving coil is used, the original K-space data of multiple echo EPI images are processed and reconstructed to obtain intrinsic imaging data, including:
  • the original K-space echo data Nx*Ny is reconstructed through Fourier transform to obtain the image data Nx'*Ny', where Nx and Ny are the number of echo samples and the number of phase encoding respectively, and Nx'*Ny' are respectively Corresponds to the number of columns and rows of the image, and the matrix size of the image is consistent with the k-space matrix size.
  • step S102 when a multi-channel receiving array coil is used, the original K-space data of multiple echo EPI images are processed and reconstructed to obtain intrinsic imaging data, including:
  • the sum of squares method is used to perform weighted combination reconstruction of the three-dimensional multi-channel echo data in K-space, and the intrinsic imaging data after multi-channel information compression is obtained.
  • Nch is the number of receiving coil channels, it needs to be compressed, that is, compressed to two-dimensional data, that is, weighted combination reconstruction is performed through the sum of squares method. , to obtain the intrinsic imaging data.
  • Step S103 Calculate the intrinsic time domain stability parameters of the coil according to the intrinsic imaging data.
  • the intrinsic time domain stability parameters at least include the intrinsic time domain signal-to-noise ratio, the intrinsic time domain sensitivity stability and the intrinsic time domain sensitivity stability. Thermal noise stability in the time domain.
  • the intrinsic time domain signal-to-noise ratio refers to only considering the relative motion of the radio frequency receiving coil and the subject sample, and is determined by factors such as the sensitivity of the radio frequency receiving coil, thermal noise, and the time domain fluctuations of the two.
  • the time domain signal-to-noise ratio performance parameter is used to evaluate whether a specific radio frequency receiving coil is suitable for time domain acquisition applications such as functional magnetic resonance imaging, that is, the time domain noise caused by the relative motion of the radio frequency receiving coil and the subject sample is also considered. , as well as the sensitivity and thermal noise of the RF receiving coil.
  • coil intrinsic time domain stability parameters are calculated according to the intrinsic imaging data, including:
  • the intrinsic time domain signal-to-noise ratio tSNR * corresponding to different voxel resolutions is calculated, including:
  • the intrinsic time domain signal-to-noise ratio tSNR * is calculated, where,
  • step S103 before calculating the intrinsic time domain stability parameters of the coil according to the intrinsic imaging data, the method further includes:
  • the intrinsic imaging data collected when the radio frequency power is turned on is used as the coil intrinsic sensitivity data S * ;
  • the intrinsic imaging data collected when the RF power is turned off is used as thermal noise data, and the thermal noise standard deviation is calculated.
  • the coil intrinsic time domain stability parameters are calculated based on the intrinsic imaging data, including:
  • the time-domain standard deviation of the coil intrinsic sensitivity data S * is normalized and calculated to obtain the intrinsic time-domain sensitivity stability ⁇ * , Among them, ⁇ s * represents the time domain standard deviation of the coil intrinsic sensitivity;
  • the time domain standard deviation of the thermal noise data is normalized and calculated to obtain the thermal noise stability ⁇ * in this time domain, in, Represents the time domain standard deviation of the subject's simulated phantom noise.
  • the thermal noise stability ⁇ * in this time domain can also be obtained by fitting the relationship between the intrinsic signal-to-noise ratio SNR * and tSNR * .
  • SNR * the intrinsic signal-to-noise ratio
  • tSNR * the thermal noise stability
  • the model parameter ⁇ * can characterize the thermal noise
  • For time domain stability calculate the normalized time domain variance Var of thermal noise for the noise-only data of each receiving coil, and then analyze the relationship between it and ⁇ * through linear regression analysis. If the two are the same or similar, This shows that the model parameter ⁇ * can characterize the time domain stability of thermal noise.
  • this embodiment changes the coil-phantom distance by inserting dielectric pieces of different thicknesses between the radio frequency receiving coil and the subject simulation phantom to simulate the relative motion between the coil and the phantom, thereby All complex physiological noise that may exist in functional magnetic resonance acquisition can be eliminated, and only the time domain noise caused by the relative motion between the radio frequency receiving coil and the subject phantom is considered; through the acquisition, when inserting dielectric pieces of different thicknesses, Try to simulate multiple echo EPI images of the phantom, process and reconstruct the multiple echo images to obtain the intrinsic imaging data; calculate the intrinsic time domain stability parameters of the coil based on the intrinsic imaging data, and the intrinsic time domain stability parameters of the coil.
  • Stability parameters include at least intrinsic time domain signal-to-noise ratio, intrinsic time domain sensitivity stability, and intrinsic time domain thermal noise stability.
  • the intrinsic time domain stability parameters can be used to guide dedicated radio frequency in functional magnetic resonance imaging applications. The design and use of receiving coils improves the image performance of functional magnetic resonance imaging.
  • the present invention provides a device for measuring intrinsic time domain stability parameters of radio frequency receiving coils in fMRI, including:
  • the relative motion simulation module is used to change the coil-phantom distance by inserting dielectric pieces of different thicknesses between the radio frequency receiving coil and the subject simulation phantom to simulate the relative motion between the coil and the phantom, where
  • the above-mentioned dielectric parts need to have a conductivity less than 1 ⁇ 10 -15 S/m and a dielectric constant between 1-3;
  • An imaging data collection module is used to collect multiple echo EPI images of the subject simulation phantom when inserting dielectric parts of different thicknesses, and process and reconstruct the original K-space data of the multiple echo EPI images, Obtain intrinsic imaging data;
  • a time domain parameter calculation module used to calculate the intrinsic time domain stability parameters of the coil based on the intrinsic imaging data.
  • the intrinsic time domain stability parameters at least include the intrinsic time domain signal-to-noise ratio, the intrinsic time domain signal-to-noise ratio, and the intrinsic time domain stability parameters. Sensitivity stability and intrinsic time-domain thermal noise stability.
  • the present invention provides a computer device, including a memory, a processor and a transceiver that are communicatively connected in sequence, wherein the memory is used to store computer programs, the transceiver is used to send and receive messages, and the processor is used to read Take the computer program and execute the method for measuring the intrinsic time domain stability parameters of the radio frequency receiving coil in fMRI as described in any possible design of the first aspect.
  • the memory may include, but is not limited to, random access memory (Random-Access Memory, RAM), read-only memory (Read-Only Memory, ROM), flash memory (Flash Memory), first-in first-out memory (First Input First Output, FIFO) and/or First Input Last Output, FILO, etc.;
  • the processor may not be limited to microprocessors of the STM32F105 series;
  • the transceiver may be, but is not limited to, WiFi (Wireless Fidelity) wireless transceiver, Bluetooth wireless transceiver, GPRS (General Packet Radio Service, General Packet Radio Service Technology) wireless transceiver and/or ZigBee (Zigbee protocol, a low-power LAN protocol based on the IEEE802.15.4 standard ) wireless transceiver, etc.
  • the computer device may also include, but is not limited to, a power module, a display screen and other necessary components.
  • the present invention provides a computer-readable storage medium. Instructions are stored on the computer-readable storage medium. When the instructions are run on a computer, the instructions are executed as described in any possible design of the first aspect. The method for measuring the intrinsic time domain stability parameters of radiofrequency receiving coils in fMRI is described.
  • the computer-readable storage medium refers to a carrier for storing data, which may, but is not limited to, include floppy disks, optical disks, hard disks, flash memory, USB flash drives and/or memory sticks, etc.
  • the computer may be a general-purpose computer, a special-purpose computer, etc. Computer, computer network, or other programmable device.
  • the present invention provides a computer program product containing instructions.
  • the instructions When the instructions are run on a computer, the computer is caused to execute the radio frequency receiving coil in fMRI as described in any possible design of the first aspect. Method for measuring intrinsic time domain stability parameters.

Abstract

A method for measuring an intrinsic time domain stability parameter of a radio frequency receiving coil in functional magnetic resonance imaging (FMRI), comprising: respectively inserting dielectrics having different thicknesses between the radio frequency receiving coil and a tested simulation phantom to change the distance between the coil and the phantom, so as to simulate the relative motion between the coil and the phantom (S101); acquiring a plurality of echo EPI images of the tested simulation phantom when the dielectrics having different thicknesses are inserted, and performing processing and reconstruction to obtain intrinsic imaging data (S102); and calculating according to the intrinsic imaging data to obtain an intrinsic time domain stability parameter of the coil (S103). All complex physiological noises possibly existing in functional magnetic resonance acquisition can be eliminated, and only time domain noises caused by relative motion between the radio frequency receiving coil and the tested phantom are considered; and the acquired intrinsic time domain stability parameter can be used for guiding design and use of a special radio frequency receiving coil in an FMRI application, and improving the image performance of FMRI.

Description

一种fMRI中射频接收线圈本征时域稳定性参数的测量方法A method for measuring intrinsic time domain stability parameters of radiofrequency receiving coils in fMRI 技术领域Technical field
本发明属于功能磁共振成像技术领域,具体涉及一种fMRI中射频接收线圈本征时域稳定性参数的测量方法。The invention belongs to the technical field of functional magnetic resonance imaging, and specifically relates to a method for measuring the intrinsic time domain stability parameters of radio frequency receiving coils in fMRI.
背景技术Background technique
在7T(tesla,特斯拉)超高场磁共振成像系统中,由于磁场强度的提高,图像信噪比以及功能磁共振成像(fMRI,functional Magnetic Resonance Imaging))中检测神经元活动时的对比度也随之提高,因此超高场磁共振被广泛应用于亚毫米功能成像中。然而,在超高场磁共振成像中,随着磁场强度的提高,被试运动利用的时域噪声也随之增强,从而极大削弱了超高场下可能达到的成像潜能。迄今为止,功能磁共振成像在缓解时域噪声方面主要致力于改进数据获取方法,如图像后处理和运动校正算法,但很少能从根本上解决磁场强度相关的时域噪声问题。In the 7T (tesla, Tesla) ultra-high field magnetic resonance imaging system, due to the increase in magnetic field strength, the image signal-to-noise ratio and the contrast when detecting neuronal activity in functional magnetic resonance imaging (fMRI, functional Magnetic Resonance Imaging) It has also improved accordingly, so ultra-high field magnetic resonance is widely used in sub-millimeter functional imaging. However, in ultra-high field magnetic resonance imaging, as the magnetic field intensity increases, the time-domain noise utilized by the subject's motion also increases, thus greatly weakening the imaging potential that can be achieved under ultra-high fields. To date, functional magnetic resonance imaging has mainly focused on improving data acquisition methods, such as image post-processing and motion correction algorithms, in mitigating temporal noise, but few can fundamentally solve the problem of magnetic field strength-related temporal noise.
其中,与磁场强度相关的时域噪声可以归因于随着场强提升的射频工作频率,该射频工作频率使得电磁场与被试之间产生更复杂的相互作用。具体的,成像被试与射频线圈之间由于电动力学耦合而作为介质负载,当射频接收线圈的空间位置相对于成像被试发生变化时,电动力学耦合会受到干扰;当线圈与被成像被试的距离保持不变时,电动力学耦合才会达到稳态。Among them, the time-domain noise related to the magnetic field strength can be attributed to the radio frequency operating frequency that increases with the field strength, which causes a more complex interaction between the electromagnetic field and the subject. Specifically, the electrodynamic coupling between the imaging subject and the radio frequency coil acts as a dielectric load. When the spatial position of the radio frequency receiving coil changes relative to the imaging subject, the electrodynamic coupling will be disturbed; when the coil and the imaged subject The electrodynamic coupling will reach a steady state only when the distance remains constant.
现有技术中,MRI(Magnetic Resonance Imaging,磁共振成像)获取序列和图像后处理算法中常假设射频接收线圈和被试之间具有恒定的耦合水平, 但这在fMRI中显然不适用。原因在于:功能磁共振扫描中人体大脑内部不可避免地发生变化,即使受试者的头部是静止的,也会有脑组织的非刚性运动,以及血液和脑脊液等的流动,从而干扰成像被试与射频接收线圈之间的相互作用。尽管有学者研究了射频接收线圈参与影响功能磁共振成像的时域信噪比(tSNR,time SIGNAL NOISE RATIO),但这些研究均无法将射频接收线圈与其他噪声,如生理噪声相互剥离,从而无法获知射频接收线圈本身带来怎样的时域噪声,进而无法获知该射频接收线圈是否适用于功能磁共振成像中。In the existing technology, MRI (Magnetic Resonance Imaging, Magnetic Resonance Imaging) acquisition sequences and image post-processing algorithms often assume a constant coupling level between the radio frequency receiving coil and the subject, but this is obviously not applicable in fMRI. The reason is that changes within the human brain inevitably occur during functional magnetic resonance scanning. Even if the subject's head is stationary, there will be non-rigid movement of brain tissue, as well as the flow of blood and cerebrospinal fluid, which will interfere with the imaging. The interaction between the test and the RF receiving coil. Although some scholars have studied the involvement of radio frequency receiving coils in affecting the time domain signal-to-noise ratio (tSNR, time SIGNAL NOISE RATIO) of functional magnetic resonance imaging, these studies have been unable to separate the radio frequency receiving coils from other noises, such as physiological noise, and thus cannot Knowing what kind of time domain noise the RF receiving coil itself brings makes it impossible to know whether the RF receiving coil is suitable for functional magnetic resonance imaging.
因此,亟需提出一种在功能磁共振成像中,能够有效测量射频接收线圈本身带来的时域噪声的方法。Therefore, there is an urgent need to propose a method that can effectively measure the time domain noise caused by the radio frequency receiving coil itself in functional magnetic resonance imaging.
发明内容Contents of the invention
本发明的目的是提供一种fMRI中射频接收线圈本征时域稳定性参数的测量方法,用于解决现有技术的方法无法将射频接收线圈与其他噪声相互剥离,进而无法获知射频接收线圈本身带来怎样的时域噪声的技术问题。The purpose of the present invention is to provide a method for measuring the intrinsic time domain stability parameters of a radio frequency receiving coil in fMRI, which is used to solve the problem that the existing technology method cannot separate the radio frequency receiving coil from other noise, and thus cannot know the radio frequency receiving coil itself. What kind of technical issues will be brought about in the time domain noise.
为了实现上述目的,本发明采用以下技术方案:In order to achieve the above objects, the present invention adopts the following technical solutions:
第一方面,本发明提供一种fMRI中射频接收线圈本征时域稳定性参数的测量方法,包括:In a first aspect, the present invention provides a method for measuring intrinsic time domain stability parameters of a radio frequency receiving coil in fMRI, including:
通过在射频接收线圈与被试仿真模体之间分别插入不同厚度的介质件来改变线圈-模体间距,以模拟线圈与模体之间的相对运动,其中,所述介质件需要满足电导率小于1×10 -15S/m,相对介电常数介于1-3之间; The distance between the coil and the phantom is changed by inserting dielectric pieces of different thicknesses between the RF receiving coil and the simulated phantom to simulate the relative motion between the coil and the phantom. The dielectric pieces need to meet the conductivity requirements. Less than 1×10 -15 S/m, relative dielectric constant between 1-3;
采集在插入不同厚度的介质件时所述被试仿真模体的多个回波EPI图像,并对多个所述回波EPI图像的原始K空间数据进行处理重建,得到本征成像数 据;Collect multiple echo EPI images of the subject simulation phantom when inserting dielectric parts of different thicknesses, and process and reconstruct the original K-space data of the multiple echo EPI images to obtain intrinsic imaging data;
根据所述本征成像数据计算得到线圈的本征时域稳定性参数,所述本征时域稳定性参数至少包括本征时域信噪比、本征时域灵敏度稳定性和本征时域热噪声稳定性。The intrinsic time domain stability parameters of the coil are calculated according to the intrinsic imaging data. The intrinsic time domain stability parameters at least include the intrinsic time domain signal-to-noise ratio, the intrinsic time domain sensitivity stability and the intrinsic time domain stability. Thermal noise stability.
在一种可能的设计中,所述射频接收线圈至少包括单通道接收线圈和/或多通道接收阵列线圈。In a possible design, the radio frequency receiving coil includes at least a single-channel receiving coil and/or a multi-channel receiving array coil.
在一种可能的设计中,所述被试仿真模体包括水模体,所述水模体内部设有模拟人体电特性的填充液,所述电特性至少包括介电常数和电导率。In one possible design, the subject simulation phantom includes a water phantom, and a filling liquid that simulates the electrical properties of the human body is provided inside the water phantom. The electrical properties at least include dielectric constant and conductivity.
在一种可能的设计中,所述介质件包括填充有聚四氟乙烯材料的塑料垫。In one possible design, the media member includes a plastic pad filled with polytetrafluoroethylene material.
在一种可能的设计中,采集在插入不同厚度的介质件时所述被试仿真模体的多个回波EPI图像,包括:In one possible design, multiple echo EPI images of the subject's simulation phantom are collected when inserting dielectric members of different thicknesses, including:
在插入每一厚度的介质件时,利用短TE序列对所述被试仿真模体进行质子密度加权成像,设置N个时域采样点/次,采集得到不同体素分辨率下的多组回波EPI图像。When inserting a dielectric member of each thickness, use a short TE sequence to perform proton density-weighted imaging on the subject simulation phantom, set N time domain sampling points/times, and collect multiple sets of echoes at different voxel resolutions. Wave EPI image.
在一种可能的设计中,当采用单通道接收线圈时,对多个所述回波EPI图像的原始K空间数据进行处理重建,得到本征成像数据,包括:In a possible design, when a single-channel receiving coil is used, the original K-space data of multiple echo EPI images are processed and reconstructed to obtain intrinsic imaging data, including:
利用傅立叶变换对原始K空间的回波数据进行处理重建,得到本征成像数据,其中,所述本征成像数据的矩阵大小与k空间矩阵大小一致。Fourier transform is used to process and reconstruct the original K-space echo data to obtain intrinsic imaging data, where the matrix size of the intrinsic imaging data is consistent with the k-space matrix size.
在一种可能的设计中,当采用多通道接收阵列线圈时,对多个所述回波EPI图像的原始K空间数据进行处理重建,得到本征成像数据,包括:In a possible design, when a multi-channel receiving array coil is used, the original K-space data of multiple echo EPI images are processed and reconstructed to obtain intrinsic imaging data, including:
利用平方和方法对原始K空间的三维多通道回波数据进行加权组合重建,得到多通道信息压缩后的本征成像数据。The sum of squares method is used to perform a weighted combination reconstruction of the three-dimensional multi-channel echo data in the original K space, and the intrinsic imaging data after multi-channel information compression is obtained.
在一种可能的设计中,根据所述本征成像数据计算得到线圈本征时域稳定性参数,包括:In one possible design, the coil intrinsic time domain stability parameters are calculated based on the intrinsic imaging data, including:
根据使用不同体素分辨率采集得到的本征成像数据的时域数据,分别计算对应不同体素分辨率下的本征时域信噪比tSNR *,包括: According to the time domain data of the intrinsic imaging data collected using different voxel resolutions, the intrinsic time domain signal-to-noise ratio tSNR * corresponding to different voxel resolutions is calculated, including:
计算每一像素点的时域均值和时域标准差,将所述时域均值作为线圈的本征时域灵敏度均值
Figure PCTCN2022099606-appb-000001
并将所述时域标准差作为线圈的本征时域噪声标准差σ t *′;
Calculate the time domain mean and time domain standard deviation of each pixel, and use the time domain mean as the intrinsic time domain sensitivity mean of the coil
Figure PCTCN2022099606-appb-000001
And the time domain standard deviation is regarded as the coil's intrinsic time domain noise standard deviation σ t * ′;
根据所述本征时域灵敏度均值
Figure PCTCN2022099606-appb-000002
和所述本征时域噪声标准差σ t *′,计算得到本征时域信噪比tSNR *,其中,
Figure PCTCN2022099606-appb-000003
According to the intrinsic time domain sensitivity mean
Figure PCTCN2022099606-appb-000002
and the intrinsic time domain noise standard deviation σ t * ′, the intrinsic time domain signal-to-noise ratio tSNR * is calculated, where,
Figure PCTCN2022099606-appb-000003
在一种可能的设计中,在根据所述本征成像数据计算得到线圈的本征时域稳定性参数之前,所述方法还包括:In a possible design, before calculating the intrinsic time domain stability parameters of the coil based on the intrinsic imaging data, the method further includes:
将在射频电源开启时采集得到的本征成像数据作为线圈本征灵敏度数据S *The intrinsic imaging data collected when the radio frequency power is turned on is used as the coil intrinsic sensitivity data S * ;
将在射频电源关闭时采集得到的本征成像数据作为热噪声数据,计算得到热噪声标准差
Figure PCTCN2022099606-appb-000004
The intrinsic imaging data collected when the RF power is turned off is used as thermal noise data, and the thermal noise standard deviation is calculated.
Figure PCTCN2022099606-appb-000004
根据所述线圈本征灵敏度数据S *和所述热噪声标准差
Figure PCTCN2022099606-appb-000005
计算得到本征信噪比SNR *
Figure PCTCN2022099606-appb-000006
According to the coil intrinsic sensitivity data S * and the thermal noise standard deviation
Figure PCTCN2022099606-appb-000005
Calculate the intrinsic signal-to-noise ratio SNR * ,
Figure PCTCN2022099606-appb-000006
在一种可能的设计中,根据所述本征成像数据计算得到线圈本征时域稳定 性参数,包括:In a possible design, the coil intrinsic time domain stability parameters are calculated based on the intrinsic imaging data, including:
对所述线圈本征灵敏度数据S *的时域标准差进行归一化计算,得到本征时域灵敏度稳定性λ *
Figure PCTCN2022099606-appb-000007
其中,σ s *表示线圈本征灵敏度的时域标准差;
The time-domain standard deviation of the coil intrinsic sensitivity data S * is normalized and calculated to obtain the intrinsic time-domain sensitivity stability λ * ,
Figure PCTCN2022099606-appb-000007
Among them, σ s * represents the time domain standard deviation of the coil intrinsic sensitivity;
对所述热噪声数据的时域标准差进行归一化计算,得到本时域热噪声稳定性α *
Figure PCTCN2022099606-appb-000008
其中,
Figure PCTCN2022099606-appb-000009
表示被试仿真模体噪声的时域标准差。
The time domain standard deviation of the thermal noise data is normalized and calculated to obtain the thermal noise stability α * in this time domain,
Figure PCTCN2022099606-appb-000008
in,
Figure PCTCN2022099606-appb-000009
Represents the time domain standard deviation of the subject's simulated phantom noise.
第二方面,本发明提供一种fMRI中射频接收线圈本征时域稳定性参数的测量装置,包括:In a second aspect, the present invention provides a device for measuring intrinsic time domain stability parameters of radio frequency receiving coils in fMRI, including:
相对运动模拟模块,用于通过在射频接收线圈与被试仿真模体之间分别插入不同厚度的介质件来改变线圈-模体间距,以模拟线圈与模体之间的相对运动,其中,所述介质件需要满足电导率小于1×10 -15S/m,相对介电常数介于1-3之间; The relative motion simulation module is used to change the coil-phantom distance by inserting dielectric pieces of different thicknesses between the radio frequency receiving coil and the subject simulation phantom to simulate the relative motion between the coil and the phantom, where The above-mentioned dielectric parts need to have a conductivity less than 1×10 -15 S/m and a relative dielectric constant between 1 and 3;
成像数据采集模块,用于采集在插入不同厚度的介质件时所述被试仿真模体的多个回波EPI图像,并对多个所述回波EPI图像的原始K空间数据进行处理重建,得到本征成像数据;An imaging data collection module is used to collect multiple echo EPI images of the subject simulation phantom when inserting dielectric parts of different thicknesses, and process and reconstruct the original K-space data of the multiple echo EPI images, Obtain intrinsic imaging data;
时域参数计算模块,用于根据所述本征成像数据计算得到线圈的本征时域稳定性参数,所述本征时域稳定性参数至少包括本征时域信噪比、本征时域灵敏度稳定性和本征时域热噪声稳定性。A time domain parameter calculation module, used to calculate the intrinsic time domain stability parameters of the coil based on the intrinsic imaging data. The intrinsic time domain stability parameters at least include the intrinsic time domain signal-to-noise ratio, the intrinsic time domain signal-to-noise ratio, and the intrinsic time domain stability parameters. Sensitivity stability and intrinsic time-domain thermal noise stability.
第三方面,本发明提供一种计算机设备,包括依次通信相连的存储器、处理器和收发器,其中,所述存储器用于存储计算机程序,所述收发器用于收发消息,所述处理器用于读取所述计算机程序,执行如第一方面任意一种可能的 设计中所述的fMRI中射频接收线圈本征时域稳定性参数的测量方法。In a third aspect, the present invention provides a computer device, including a memory, a processor and a transceiver that are communicatively connected in sequence, wherein the memory is used to store computer programs, the transceiver is used to send and receive messages, and the processor is used to read Take the computer program and execute the method for measuring the intrinsic time domain stability parameters of the radio frequency receiving coil in fMRI as described in any possible design of the first aspect.
第四方面,本发明提供一种计算机可读存储介质,所述计算机可读存储介质上存储有指令,当所述指令在计算机上运行时,执行如第一方面任意一种可能的设计中所述的fMRI中射频接收线圈本征时域稳定性参数的测量方法。In a fourth aspect, the present invention provides a computer-readable storage medium. Instructions are stored on the computer-readable storage medium. When the instructions are run on a computer, the instructions are executed as described in any possible design of the first aspect. The method for measuring the intrinsic time domain stability parameters of radiofrequency receiving coils in fMRI is described.
第五方面,本发明提供一种包含指令的计算机程序产品,当所述指令在计算机上运行时,使所述计算机执行如第一方面任意一种可能的设计中所述的fMRI中射频接收线圈本征时域稳定性参数的测量方法。In a fifth aspect, the present invention provides a computer program product containing instructions. When the instructions are run on a computer, the computer is caused to execute the radio frequency receiving coil in fMRI as described in any possible design of the first aspect. Method for measuring intrinsic time domain stability parameters.
有益效果:Beneficial effects:
本发明通过在射频接收线圈与被试仿真模体之间分别插入不同厚度的介质件来改变线圈-模体间距,以模拟线圈与模体之间的相对运动,从而可以排除所有可能存在于功能磁共振采集中复杂的生理噪声,只考虑由于射频接收线圈与被试模体之间的相对运动带来的时域噪声;通过采集在插入不同厚度的介质件时被试仿真模体的多个回波EPI图像,并对多个回波图像进行处理重建,得到本征成像数据;根据本征成像数据计算得到线圈的本征时域稳定性参数,本征时域稳定性参数至少包括本征时域信噪比、本征时域灵敏度稳定性和本征时域热噪声稳定性,该本征时域稳定性参数可用于指导功能磁共振成像应用中的专用射频接收线圈的设计与使用,提高功能磁共振成像的图像性能。The present invention changes the distance between the coil and the phantom by inserting dielectric pieces of different thicknesses between the radio frequency receiving coil and the subject's simulation phantom to simulate the relative motion between the coil and the phantom, thus eliminating all possible functional problems. The complex physiological noise in magnetic resonance acquisition only considers the time domain noise caused by the relative motion between the radio frequency receiving coil and the subject phantom; by collecting multiple images of the subject simulation phantom when inserting dielectric parts of different thicknesses Echo EPI images, and process and reconstruct multiple echo images to obtain intrinsic imaging data; calculate the intrinsic time domain stability parameters of the coil based on the intrinsic imaging data, and the intrinsic time domain stability parameters at least include the intrinsic Time domain signal-to-noise ratio, intrinsic time domain sensitivity stability and intrinsic time domain thermal noise stability. This intrinsic time domain stability parameter can be used to guide the design and use of dedicated RF receiving coils in functional magnetic resonance imaging applications. Improving image performance in functional magnetic resonance imaging.
附图说明Description of the drawings
图1为本实施例中的fMRI中射频接收线圈本征时域稳定性参数的测量方法的流程图。Figure 1 is a flow chart of the method for measuring the intrinsic time domain stability parameters of the radio frequency receiving coil in fMRI in this embodiment.
具体实施方式Detailed ways
为使本说明书实施例的目的、技术方案和优点更加清楚,下面将结合本说明书实施例中的附图,对本说明书实施例中的技术方案进行清楚、完整地描述,显然,所描述的实施例是本说明书一部分实施例,而不是全部的实施例。基于本说明书中的实施例,本领域普通技术人员在没有做出创造性劳动前提下所获得的所有其他实施例,都属于本发明保护的范围。In order to make the purpose, technical solutions and advantages of the embodiments of this specification clearer, the technical solutions in the embodiments of this specification will be clearly and completely described below in conjunction with the drawings in the embodiments of this specification. Obviously, the described embodiments These are part of the embodiments in this specification, not all of them. Based on the embodiments in this specification, all other embodiments obtained by those of ordinary skill in the art without creative efforts fall within the scope of protection of the present invention.
实施例Example
由于射频接收线圈的电磁场决定了磁共振信号本征灵敏度和本征热噪声水平,基于此已有本征信噪比SNR *的概念被提出,通过本征信噪比SNR *可以根据数值电磁仿真计算来确定实际磁共振扫描时图像信噪比的上限;然而,本征信噪比无法评价时域信号带来的动态噪声,因此,射频接收线圈的本征时域性能应当被量化,并且可以用来评估射频接收线圈对时域噪声的贡献。 Since the electromagnetic field of the radio frequency receiving coil determines the intrinsic sensitivity and intrinsic thermal noise level of the magnetic resonance signal, based on this, the concept of intrinsic signal-to-noise ratio SNR * has been proposed. Through the intrinsic signal-to-noise ratio SNR * , it can be based on numerical electromagnetic simulation calculation to determine the upper limit of the image signal-to-noise ratio during actual magnetic resonance scanning; however, the intrinsic signal-to-noise ratio cannot evaluate the dynamic noise caused by the time domain signal. Therefore, the intrinsic time domain performance of the RF receiving coil should be quantified and can Used to evaluate the contribution of the RF receiving coil to time domain noise.
此外,由于在MRI扫描中由射频接收线圈的电动力学所决定的磁共振信号本征灵敏度与本征热噪声水平会有波动,本实施例将其定义为本征时域噪声。由于UHF(特高频)的射频波长较短,由此产生的本征时域噪声可能是与磁场强度相关的时域噪声的主要组成部分,从而恶化了亚毫米空间尺度下的成像性能,因此,本征时域噪声的确定对于提高成像性能具有重要意义。In addition, since the intrinsic sensitivity of the magnetic resonance signal and the intrinsic thermal noise level determined by the electrodynamics of the radio frequency receiving coil fluctuate during MRI scanning, this embodiment defines it as intrinsic time domain noise. Due to the shorter radio frequency wavelength of UHF (Ultra High Frequency), the resulting intrinsic time-domain noise may be the main component of the time-domain noise related to the magnetic field strength, thereby deteriorating the imaging performance at the sub-millimeter spatial scale, so , the determination of intrinsic time domain noise is of great significance for improving imaging performance.
此外,现代MRI系统使用射频接收线圈的相控阵列设计,以实现在更大的视野范围上获得比较高的图像信噪比,同时可实现并行成像技术以提高图像编码效率。但线圈不同单元之间与被试载荷之间存在复杂的电动力学耦合,不可避免地会影响并行成像的灵敏度、热噪声和噪声放大因子(g因子)。这种电动力学耦合的扰动会导致相控阵列单元间相互耦合发生变化,从而使本征时域噪声更加复杂。目前还没有方法能够将射频接收线圈与其他噪声,如生理噪声 相互剥离,从而无法获知射频接收线圈本身带来怎样的时域噪声,进而无法获知该射频接收线圈是否适用于功能磁共振成像中。基于此,本实施例提出了一种fMRI中射频接收线圈本征时域稳定性参数的测量方法,并通过该方法测量得到射频接收线圈本征时域稳定性参数,用于指导功能磁共振成像应用中的专用射频接收线圈的设计与使用,提高功能磁共振成像的图像性能。以下通过实施例对该方法进行说明,具体如下:In addition, modern MRI systems use a phased array design of radio frequency receiving coils to achieve a relatively high image signal-to-noise ratio over a larger field of view, and at the same time, parallel imaging technology can be implemented to improve image coding efficiency. However, there are complex electrodynamic couplings between different units of the coil and the test load, which will inevitably affect the sensitivity, thermal noise and noise amplification factor (g factor) of parallel imaging. The perturbation of this electrodynamic coupling will lead to changes in the mutual coupling between phased array units, thereby making the intrinsic time domain noise more complex. At present, there is no way to separate the radio frequency receiving coil from other noise, such as physiological noise, so that it is impossible to know what kind of time domain noise the radio frequency receiving coil itself brings, and then it is impossible to know whether the radio frequency receiving coil is suitable for functional magnetic resonance imaging. Based on this, this embodiment proposes a method for measuring the intrinsic time domain stability parameters of the radio frequency receiving coil in fMRI, and measures the intrinsic time domain stability parameters of the radio frequency receiving coil through this method, which is used to guide functional magnetic resonance imaging. The design and use of dedicated radio frequency receiving coils in applications improve the image performance of functional magnetic resonance imaging. The method is illustrated below through examples, specifically as follows:
如图1所示,第一方面,本实施例提供一种fMRI中射频接收线圈本征时域稳定性参数的测量方法,包括但不限于由步骤S101~S103实现:As shown in Figure 1, in the first aspect, this embodiment provides a method for measuring the intrinsic time domain stability parameters of a radio frequency receiving coil in fMRI, including but not limited to steps S101 to S103:
步骤S101.通过在射频接收线圈与被试仿真模体之间分别插入不同厚度的介质件来改变线圈-模体间距,以模拟线圈与模体之间的相对运动,其中,所述介质件需要满足电导率小于1×10 -15S/m,介电常数介于1-3之间,即介电性能对电磁场造成的影响非常小; Step S101. Change the coil-phantom distance by inserting dielectric pieces of different thicknesses between the radio frequency receiving coil and the subject simulation phantom to simulate the relative motion between the coil and the phantom, where the dielectric piece needs to The electrical conductivity is less than 1×10 -15 S/m and the dielectric constant is between 1 and 3, that is, the impact of dielectric properties on the electromagnetic field is very small;
在步骤S101中,所述射频接收线圈至少包括单通道接收线圈和/或多通道接收阵列线圈,优选的,在本实施例中,选用三个直径为2cm、3.5cm和5cm的单通道接收线圈以及一个覆盖面为5cm直径圆的16通道接收阵列线圈,当然,可以理解的是,本实施例不限于采用上述直径或上述通道数的线圈,任意能够实现本实施例发明目的的线圈结构,均属于本发明的保护范围之内,此处不做限定。In step S101, the radio frequency receiving coil at least includes a single-channel receiving coil and/or a multi-channel receiving array coil. Preferably, in this embodiment, three single-channel receiving coils with diameters of 2cm, 3.5cm and 5cm are selected. And a 16-channel receiving array coil with a coverage area of 5cm diameter circle. Of course, it can be understood that this embodiment is not limited to coils with the above-mentioned diameter or the above-mentioned number of channels. Any coil structure that can achieve the purpose of the invention of this embodiment belongs to Within the protection scope of the present invention, there is no limitation here.
在步骤S101中,所述被试仿真模体包括水模体,所述水模体内部设有模拟人体人体电特性的填充液,所述电特性至少包括介电常数和电导率,优选的,所述水模体采用底面直径为11cm,长为20cm的均匀圆柱水模体,且该水模体 内的填充液为含有37.5%的NiSO4·5H2O和0.5%的NaCl的去离子水;当然,可以理解的,本实施例的被试仿真模体不限于采用水模体,任意能够模拟被试人体电特性的模体,均适用于本实施例的方法中,其中,该仿真模体的电导率和介电常数与人体一致,其体积或形状等参数可根据模拟不同人体而有所不同。In step S101, the subject simulation phantom includes a water phantom, and a filling liquid that simulates the electrical characteristics of the human body is provided inside the water phantom. The electrical characteristics at least include dielectric constant and conductivity. Preferably, The water phantom adopts a uniform cylindrical water phantom with a bottom diameter of 11cm and a length of 20cm, and the filling liquid in the water phantom is deionized water containing 37.5% NiSO4·5H2O and 0.5% NaCl; of course, it can It should be understood that the subject simulation phantom in this embodiment is not limited to the use of water phantoms. Any phantom that can simulate the electrical characteristics of the subject's human body is suitable for the method of this embodiment. The conductivity of the simulation phantom is The dielectric constant is the same as that of the human body, and its parameters such as volume or shape can vary according to the simulation of different human bodies.
在步骤S101中,所述介质件包括填充有聚四氟乙烯材料的塑料垫,优选的,本实施例分别选用厚度为3mm、6mm和8mm的塑料垫,并在每次对被试仿真模体进行扫描之前插入其中一种厚度的塑料垫,则通过插入不同厚度的塑料垫来改变线圈与被试仿真模体之间的间距,从而模拟线圈和被试仿真模体的相对运动;此外,为了保证介质件对射频接收线圈的电磁场特性的影响尽量降到最低,本实施例选用介电性能低于阈值的介质件,优选的,所述介质件采用聚四氟乙烯材料,即特氟龙,介电常数ε r=2.1,当然,可以理解的是,本实施例还能够选用其它低介电常数的材料,此处不做限定。 In step S101, the medium piece includes a plastic pad filled with polytetrafluoroethylene material. Preferably, in this embodiment, plastic pads with thicknesses of 3 mm, 6 mm and 8 mm are selected, and the simulated phantom is tested each time. Before scanning, insert a plastic pad of one thickness, and insert plastic pads of different thicknesses to change the distance between the coil and the subject's simulation phantom, thereby simulating the relative motion of the coil and the subject's simulation phantom; in addition, in order to To ensure that the impact of the dielectric component on the electromagnetic field characteristics of the radio frequency receiving coil is minimized, this embodiment selects a dielectric component with a dielectric property lower than the threshold. Preferably, the dielectric component is made of polytetrafluoroethylene material, that is, Teflon. The dielectric constant ε r =2.1. Of course, it can be understood that other low dielectric constant materials can also be used in this embodiment, which is not limited here.
步骤S102.采集在插入不同厚度的介质件时所述被试仿真模体的多个回波EPI图像,并对多个所述回波EPI图像的原始K空间数据进行处理重建,得到本征成像数据;Step S102. Collect multiple echo EPI images of the subject simulation phantom when inserting dielectric parts of different thicknesses, and process and reconstruct the original K-space data of the multiple echo EPI images to obtain intrinsic imaging. data;
其中,需要说明的是,优选的,所述回波图像为单次回波EPI(Echo Planar Imaging,平面回波成像)图像。Wherein, it should be noted that preferably, the echo image is a single echo EPI (Echo Planar Imaging) image.
在步骤S102一种具体的实施方式中,采集在插入不同厚度的介质件时所述被试仿真模体的多个回波EPI图像,包括:In a specific implementation of step S102, multiple echo EPI images of the subject simulation phantom when inserting dielectric members of different thicknesses are collected, including:
在插入每一厚度的介质件时,利用短TE序列对所述被试仿真模体进行质子密度加权成像,设置N个时域采样点/次,采集得到不同体素分辨率下的多组回 波图像。When inserting a dielectric member of each thickness, use a short TE sequence to perform proton density-weighted imaging on the subject simulation phantom, set N time domain sampling points/times, and collect multiple sets of echoes at different voxel resolutions. wave image.
其中,优选的,本实施例设置30时域采样点/次,并分别采集体素大小为0.85×0.85×1mm3,1.15×1.15×1mm3,1.45×1.45×1mm3,1.75×1.75×1mm3、2×2×1mm3的回波图像,从而可以获得不同的本征信噪比。需要说明的是,由于在采集每组数据时,仅改变了体素大小这一扫描参数,而尽可能不影响其他参数,例如成像范围、对比度等,从而可以通过仅改变采集图像的体素大小来获取不同的本征信噪比。那么,本实施例每一体素大小下能够采集得到一组30个在时间上离散的数据点,且该30个数据点的本征信噪比一致,从而可以对信噪比数据进行校准。Among them, preferably, this embodiment sets 30 time domain sampling points/time, and collects voxel sizes of 0.85×0.85×1mm3, 1.15×1.15×1mm3, 1.45×1.45×1mm3, 1.75×1.75×1mm3, 2× 2×1mm3 echo images, so that different intrinsic signal-to-noise ratios can be obtained. It should be noted that when collecting each set of data, only the scanning parameter of voxel size is changed, while other parameters, such as imaging range, contrast, etc., are not affected as much as possible. Therefore, only the voxel size of the collected image can be changed. to obtain different intrinsic signal-to-noise ratios. Then, this embodiment can collect a set of 30 temporally discrete data points at each voxel size, and the intrinsic signal-to-noise ratio of the 30 data points is consistent, so that the signal-to-noise ratio data can be calibrated.
在步骤S102一种具体的实施方式中,当采用单通道接收线圈时,对多个所述回波EPI图像的原始K空间数据进行处理重建,得到本征成像数据,包括:In a specific implementation of step S102, when a single-channel receiving coil is used, the original K-space data of multiple echo EPI images are processed and reconstructed to obtain intrinsic imaging data, including:
利用傅立叶变换对原始K空间的回波数据进行处理重建,得到本征成像数据,其中,所述本征成像数据的矩阵大小与K空间矩阵大小一致。Fourier transform is used to process and reconstruct the original K-space echo data to obtain intrinsic imaging data, where the matrix size of the intrinsic imaging data is consistent with the K-space matrix size.
具体的,原始K空间的回波数据Nx*Ny通过傅立叶变换进行重建得到图像数据Nx’*Ny’,其中,Nx,Ny分别为回波采样数和相位编码数,Nx’*Ny’分别为对应图像列数和行数,且该图像的矩阵大小与k空间矩阵大小一致。Specifically, the original K-space echo data Nx*Ny is reconstructed through Fourier transform to obtain the image data Nx'*Ny', where Nx and Ny are the number of echo samples and the number of phase encoding respectively, and Nx'*Ny' are respectively Corresponds to the number of columns and rows of the image, and the matrix size of the image is consistent with the k-space matrix size.
在步骤S102一种具体的实施方式中,当采用多通道接收阵列线圈时,对多个所述回波EPI图像的原始K空间数据进行处理重建,得到本征成像数据,包括:In a specific implementation of step S102, when a multi-channel receiving array coil is used, the original K-space data of multiple echo EPI images are processed and reconstructed to obtain intrinsic imaging data, including:
利用平方和方法对K空间的三维多通道回波数据进行加权组合重建,得到多通道信息压缩后的本征成像数据。The sum of squares method is used to perform weighted combination reconstruction of the three-dimensional multi-channel echo data in K-space, and the intrinsic imaging data after multi-channel information compression is obtained.
具体的,对于K空间的三维多通道回波数据Nx*Ny*Nch,Nch为接收线圈通道数目,需要将其进行压维处理,即压缩至二维数据,即通过平方和方法进行加权组合重建,得到本征成像数据。Specifically, for the three-dimensional multi-channel echo data Nx*Ny*Nch in K space, Nch is the number of receiving coil channels, it needs to be compressed, that is, compressed to two-dimensional data, that is, weighted combination reconstruction is performed through the sum of squares method. , to obtain the intrinsic imaging data.
步骤S103.根据所述本征成像数据计算得到线圈的本征时域稳定性参数,所述本征时域稳定性参数至少包括本征时域信噪比、本征时域灵敏度稳定性和本征时域热噪声稳定性。Step S103. Calculate the intrinsic time domain stability parameters of the coil according to the intrinsic imaging data. The intrinsic time domain stability parameters at least include the intrinsic time domain signal-to-noise ratio, the intrinsic time domain sensitivity stability and the intrinsic time domain sensitivity stability. Thermal noise stability in the time domain.
其中,需要说明的是,所述本征时域信噪比是指仅考虑射频接收线圈和被试样本相对运动,由射频接收线圈灵敏度、热噪声以及二者的时域波动等因素所决定的时域信噪比性能参数,用于评价特定射频接收线圈是否适用于功能磁共振成像这种时域获取应用中,即同时考虑射频接收线圈和被试样本相对运动带来的时域噪声,以及射频接收线圈的灵敏度和热噪声。Among them, it should be noted that the intrinsic time domain signal-to-noise ratio refers to only considering the relative motion of the radio frequency receiving coil and the subject sample, and is determined by factors such as the sensitivity of the radio frequency receiving coil, thermal noise, and the time domain fluctuations of the two. The time domain signal-to-noise ratio performance parameter is used to evaluate whether a specific radio frequency receiving coil is suitable for time domain acquisition applications such as functional magnetic resonance imaging, that is, the time domain noise caused by the relative motion of the radio frequency receiving coil and the subject sample is also considered. , as well as the sensitivity and thermal noise of the RF receiving coil.
在步骤S103一种具体的实施方式中,根据所述本征成像数据计算得到线圈本征时域稳定性参数,包括:In a specific implementation of step S103, coil intrinsic time domain stability parameters are calculated according to the intrinsic imaging data, including:
根据使用不同体素分辨率采集得到的本征成像数据的时域数据,分别计算对应不同体素分辨率下的本征时域信噪比tSNR *,包括: According to the time domain data of the intrinsic imaging data collected using different voxel resolutions, the intrinsic time domain signal-to-noise ratio tSNR * corresponding to different voxel resolutions is calculated, including:
计算每一像素点的时域均值和时域标准差,将所述时域均值作为线圈的本征时域灵敏度均值
Figure PCTCN2022099606-appb-000010
并将所述时域标准差作为线圈的本征时域噪声标准差σ t *′;
Calculate the time domain mean and time domain standard deviation of each pixel, and use the time domain mean as the intrinsic time domain sensitivity mean of the coil
Figure PCTCN2022099606-appb-000010
And the time domain standard deviation is regarded as the coil's intrinsic time domain noise standard deviation σ t * ′;
根据所述本征时域灵敏度均值
Figure PCTCN2022099606-appb-000011
和所述本征时域噪声标准差σ t *′,计算得到本征时域信噪比tSNR *,其中,
Figure PCTCN2022099606-appb-000012
According to the intrinsic time domain sensitivity mean
Figure PCTCN2022099606-appb-000011
and the intrinsic time domain noise standard deviation σ t * ′, the intrinsic time domain signal-to-noise ratio tSNR * is calculated, where,
Figure PCTCN2022099606-appb-000012
在步骤S103一种具体的实施方式中,在根据所述本征成像数据计算得到线圈的本征时域稳定性参数之前,所述方法还包括:In a specific implementation of step S103, before calculating the intrinsic time domain stability parameters of the coil according to the intrinsic imaging data, the method further includes:
将在射频电源开启时采集得到的本征成像数据作为线圈本征灵敏度数据S *The intrinsic imaging data collected when the radio frequency power is turned on is used as the coil intrinsic sensitivity data S * ;
将在射频电源关闭时采集得到的本征成像数据作为热噪声数据,计算得到热噪声标准差
Figure PCTCN2022099606-appb-000013
The intrinsic imaging data collected when the RF power is turned off is used as thermal noise data, and the thermal noise standard deviation is calculated.
Figure PCTCN2022099606-appb-000013
根据所述线圈本征灵敏度数据S *和所述热噪声标准差
Figure PCTCN2022099606-appb-000014
计算得到本征信噪比SNR *
Figure PCTCN2022099606-appb-000015
According to the coil intrinsic sensitivity data S * and the thermal noise standard deviation
Figure PCTCN2022099606-appb-000014
Calculate the intrinsic signal-to-noise ratio SNR * ,
Figure PCTCN2022099606-appb-000015
在一种可能的设计中,根据所述本征成像数据计算得到线圈本征时域稳定性参数,包括:In one possible design, the coil intrinsic time domain stability parameters are calculated based on the intrinsic imaging data, including:
对所述线圈本征灵敏度数据S *的时域标准差进行归一化计算,得到本征时域灵敏度稳定性λ *
Figure PCTCN2022099606-appb-000016
其中,σ s *表示线圈本征灵敏度的时域标准差;
The time-domain standard deviation of the coil intrinsic sensitivity data S * is normalized and calculated to obtain the intrinsic time-domain sensitivity stability λ * ,
Figure PCTCN2022099606-appb-000016
Among them, σ s * represents the time domain standard deviation of the coil intrinsic sensitivity;
对所述热噪声数据的时域标准差进行归一化计算,得到本时域热噪声稳定性α *
Figure PCTCN2022099606-appb-000017
其中,
Figure PCTCN2022099606-appb-000018
表示被试仿真模体噪声的时域标准差。
The time domain standard deviation of the thermal noise data is normalized and calculated to obtain the thermal noise stability α * in this time domain,
Figure PCTCN2022099606-appb-000017
in,
Figure PCTCN2022099606-appb-000018
Represents the time domain standard deviation of the subject's simulated phantom noise.
其中,需要说明的是,所述本时域热噪声稳定性α *还可以通过拟合本征信噪比SNR *和tSNR *的关系来得到,为验证模型参数α *是否可以表征热噪声的时域稳定性,对每个接收线圈的仅含噪声数据计算热噪声的归一化时域方差Var,然后通过线性回归分析方法分析其与α *之间的关系,若二者相同或相近,则说明模型参数α *可以表征热噪声的时域稳定性。 Among them, it should be noted that the thermal noise stability α * in this time domain can also be obtained by fitting the relationship between the intrinsic signal-to-noise ratio SNR * and tSNR * . In order to verify whether the model parameter α * can characterize the thermal noise For time domain stability, calculate the normalized time domain variance Var of thermal noise for the noise-only data of each receiving coil, and then analyze the relationship between it and α * through linear regression analysis. If the two are the same or similar, This shows that the model parameter α * can characterize the time domain stability of thermal noise.
基于上述公开的内容,本实施例通过在射频接收线圈与被试仿真模体之间 分别插入不同厚度的介质件来改变线圈-模体间距,以模拟线圈与模体之间的相对运动,从而可以排除所有可能存在于功能磁共振采集中复杂的生理噪声,只考虑由于射频接收线圈与被试模体之间的相对运动带来的时域噪声;通过采集在插入不同厚度的介质件时被试仿真模体的多个回波EPI图像,并对多个回波图像进行处理重建,得到本征成像数据;根据本征成像数据计算得到线圈的本征时域稳定性参数,本征时域稳定性参数至少包括本征时域信噪比、本征时域灵敏度稳定性和本征时域热噪声稳定性,该本征时域稳定性参数可用于指导功能磁共振成像应用中的专用射频接收线圈的设计与使用,提高功能磁共振成像的图像性能。Based on the above disclosure, this embodiment changes the coil-phantom distance by inserting dielectric pieces of different thicknesses between the radio frequency receiving coil and the subject simulation phantom to simulate the relative motion between the coil and the phantom, thereby All complex physiological noise that may exist in functional magnetic resonance acquisition can be eliminated, and only the time domain noise caused by the relative motion between the radio frequency receiving coil and the subject phantom is considered; through the acquisition, when inserting dielectric pieces of different thicknesses, Try to simulate multiple echo EPI images of the phantom, process and reconstruct the multiple echo images to obtain the intrinsic imaging data; calculate the intrinsic time domain stability parameters of the coil based on the intrinsic imaging data, and the intrinsic time domain stability parameters of the coil. Stability parameters include at least intrinsic time domain signal-to-noise ratio, intrinsic time domain sensitivity stability, and intrinsic time domain thermal noise stability. The intrinsic time domain stability parameters can be used to guide dedicated radio frequency in functional magnetic resonance imaging applications. The design and use of receiving coils improves the image performance of functional magnetic resonance imaging.
第二方面,本发明提供一种fMRI中射频接收线圈本征时域稳定性参数的测量装置,包括:In a second aspect, the present invention provides a device for measuring intrinsic time domain stability parameters of radio frequency receiving coils in fMRI, including:
相对运动模拟模块,用于通过在射频接收线圈与被试仿真模体之间分别插入不同厚度的介质件来改变线圈-模体间距,以模拟线圈与模体之间的相对运动,其中,所述介质件需要满足电导率小于1×10 -15S/m,介电常数介于1-3之间; The relative motion simulation module is used to change the coil-phantom distance by inserting dielectric pieces of different thicknesses between the radio frequency receiving coil and the subject simulation phantom to simulate the relative motion between the coil and the phantom, where The above-mentioned dielectric parts need to have a conductivity less than 1×10 -15 S/m and a dielectric constant between 1-3;
成像数据采集模块,用于采集在插入不同厚度的介质件时所述被试仿真模体的多个回波EPI图像,并对多个所述回波EPI图像的原始K空间数据进行处理重建,得到本征成像数据;An imaging data collection module is used to collect multiple echo EPI images of the subject simulation phantom when inserting dielectric parts of different thicknesses, and process and reconstruct the original K-space data of the multiple echo EPI images, Obtain intrinsic imaging data;
时域参数计算模块,用于根据所述本征成像数据计算得到线圈的本征时域稳定性参数,所述本征时域稳定性参数至少包括本征时域信噪比、本征时域灵敏度稳定性和本征时域热噪声稳定性。A time domain parameter calculation module, used to calculate the intrinsic time domain stability parameters of the coil based on the intrinsic imaging data. The intrinsic time domain stability parameters at least include the intrinsic time domain signal-to-noise ratio, the intrinsic time domain signal-to-noise ratio, and the intrinsic time domain stability parameters. Sensitivity stability and intrinsic time-domain thermal noise stability.
本实施例第二方面提供的前述装置的工作过程、工作细节和技术效果,可以参见如上第一方面或第一方面中任意一种可能设计所述的方法,于此不再赘述。For the working process, working details and technical effects of the aforementioned device provided in the second aspect of this embodiment, please refer to the above first aspect or the method described in any possible design of the first aspect, and will not be described again here.
第三方面,本发明提供一种计算机设备,包括依次通信相连的存储器、处理器和收发器,其中,所述存储器用于存储计算机程序,所述收发器用于收发消息,所述处理器用于读取所述计算机程序,执行如第一方面任意一种可能的设计中所述的fMRI中射频接收线圈本征时域稳定性参数的测量方法。In a third aspect, the present invention provides a computer device, including a memory, a processor and a transceiver that are communicatively connected in sequence, wherein the memory is used to store computer programs, the transceiver is used to send and receive messages, and the processor is used to read Take the computer program and execute the method for measuring the intrinsic time domain stability parameters of the radio frequency receiving coil in fMRI as described in any possible design of the first aspect.
具体举例的,所述存储器可以但不限于包括随机存取存储器(Random-Access Memory,RAM)、只读存储器(Read-Only Memory,ROM)、闪存(Flash Memory)、先进先出存储器(First Input First Output,FIFO)和/或先进后出存储器(First Input Last Output,FILO)等等;所述处理器可以不限于采用型号为STM32F105系列的微处理器;所述收发器可以但不限于为WiFi(无线保真)无线收发器、蓝牙无线收发器、GPRS(General Packet Radio Service,通用分组无线服务技术)无线收发器和/或ZigBee(紫蜂协议,基于IEEE802.15.4标准的低功耗局域网协议)无线收发器等。此外,所述计算机设备还可以但不限于包括有电源模块、显示屏和其它必要的部件。For specific examples, the memory may include, but is not limited to, random access memory (Random-Access Memory, RAM), read-only memory (Read-Only Memory, ROM), flash memory (Flash Memory), first-in first-out memory (First Input First Output, FIFO) and/or First Input Last Output, FILO, etc.; the processor may not be limited to microprocessors of the STM32F105 series; the transceiver may be, but is not limited to, WiFi (Wireless Fidelity) wireless transceiver, Bluetooth wireless transceiver, GPRS (General Packet Radio Service, General Packet Radio Service Technology) wireless transceiver and/or ZigBee (Zigbee protocol, a low-power LAN protocol based on the IEEE802.15.4 standard ) wireless transceiver, etc. In addition, the computer device may also include, but is not limited to, a power module, a display screen and other necessary components.
本实施例第三方面提供的前述计算机设备的工作过程、工作细节和技术效果,可以参见如上第一方面或第一方面中任意一种可能设计所述的方法,于此不再赘述。The working process, working details and technical effects of the aforementioned computer equipment provided in the third aspect of this embodiment can be referred to the above first aspect or the method described in any possible design of the first aspect, and will not be described again here.
第四方面,本发明提供一种计算机可读存储介质,所述计算机可读存储介质上存储有指令,当所述指令在计算机上运行时,执行如第一方面任意一种可 能的设计中所述的fMRI中射频接收线圈本征时域稳定性参数的测量方法。In a fourth aspect, the present invention provides a computer-readable storage medium. Instructions are stored on the computer-readable storage medium. When the instructions are run on a computer, the instructions are executed as described in any possible design of the first aspect. The method for measuring the intrinsic time domain stability parameters of radiofrequency receiving coils in fMRI is described.
其中,所述计算机可读存储介质是指存储数据的载体,可以但不限于包括软盘、光盘、硬盘、闪存、优盘和/或记忆棒(Memory Stick)等,所述计算机可以是通用计算机、专用计算机、计算机网络、或者其他可编程装置。Wherein, the computer-readable storage medium refers to a carrier for storing data, which may, but is not limited to, include floppy disks, optical disks, hard disks, flash memory, USB flash drives and/or memory sticks, etc. The computer may be a general-purpose computer, a special-purpose computer, etc. Computer, computer network, or other programmable device.
本实施例第四方面提供的前述计算机设备的工作过程、工作细节和技术效果,可以参见如上第一方面或第一方面中任意一种可能设计所述的方法,于此不再赘述。For the working process, working details and technical effects of the computer equipment provided in the fourth aspect of this embodiment, please refer to the above first aspect or the method described in any possible design of the first aspect, and will not be described again here.
第五方面,本发明提供一种包含指令的计算机程序产品,当所述指令在计算机上运行时,使所述计算机执行如第一方面任意一种可能的设计中所述的fMRI中射频接收线圈本征时域稳定性参数的测量方法。In a fifth aspect, the present invention provides a computer program product containing instructions. When the instructions are run on a computer, the computer is caused to execute the radio frequency receiving coil in fMRI as described in any possible design of the first aspect. Method for measuring intrinsic time domain stability parameters.
本实施例第五方面提供的前述计算机可读存储介质的工作过程、工作细节和技术效果,可以参见如上第一方面或第一方面中任意一种可能设计所述的方法,于此不再赘述。For the working process, working details and technical effects of the computer-readable storage medium provided in the fifth aspect of this embodiment, please refer to the above first aspect or the method described in any possible design of the first aspect, and will not be described again here. .
最后应说明的是:以上所述仅为本发明的优选实施例而已,并不用于限制本发明的保护范围。凡在本发明的精神和原则之内,所作的任何修改、等同替换、改进等,均应包含在本发明的保护范围之内。Finally, it should be noted that the above descriptions are only preferred embodiments of the present invention and are not intended to limit the scope of the present invention. Any modifications, equivalent substitutions, improvements, etc. made within the spirit and principles of the present invention shall be included in the protection scope of the present invention.

Claims (10)

  1. 一种fMRI中射频接收线圈本征时域稳定性参数的测量方法,其特征在于,包括:A method for measuring intrinsic time domain stability parameters of radiofrequency receiving coils in fMRI, which is characterized by including:
    通过在射频接收线圈与被试仿真模体之间分别插入不同厚度的介质件来改变线圈-模体间距,以模拟线圈与模体之间的相对运动,其中,所述介质件需要满足电导率小于1×10 -15S/m,相对介电常数介于1-3之间; The distance between the coil and the phantom is changed by inserting dielectric pieces of different thicknesses between the RF receiving coil and the simulated phantom to simulate the relative motion between the coil and the phantom. The dielectric pieces need to meet the conductivity requirements. Less than 1×10 -15 S/m, relative dielectric constant between 1-3;
    采集在插入不同厚度的介质件时所述被试仿真模体的多个回波EPI图像,并对多个所述回波EPI图像的原始K空间数据进行处理重建,得到本征成像数据;Collect multiple echo EPI images of the subject simulation phantom when inserting dielectric parts of different thicknesses, and process and reconstruct the original K-space data of the multiple echo EPI images to obtain intrinsic imaging data;
    根据所述本征成像数据计算得到线圈的本征时域稳定性参数,所述本征时域稳定性参数至少包括本征时域信噪比、本征时域灵敏度稳定性和本征时域热噪声稳定性。The intrinsic time domain stability parameters of the coil are calculated according to the intrinsic imaging data. The intrinsic time domain stability parameters at least include the intrinsic time domain signal-to-noise ratio, the intrinsic time domain sensitivity stability and the intrinsic time domain stability. Thermal noise stability.
  2. 根据权利要求1所述的fMRI中射频接收线圈本征时域稳定性参数的测量方法,其特征在于,所述射频接收线圈至少包括单通道接收线圈和/或多通道接收阵列线圈。The method for measuring intrinsic time domain stability parameters of a radio frequency receiving coil in fMRI according to claim 1, wherein the radio frequency receiving coil at least includes a single-channel receiving coil and/or a multi-channel receiving array coil.
  3. 根据权利要求1所述的fMRI中射频接收线圈本征时域稳定性参数的测量方法,其特征在于,所述被试仿真模体包括水模体,所述水模体内部设有模拟人体电特性的填充液,所述电特性至少包括介电常数和电导率。The method for measuring intrinsic time domain stability parameters of radio frequency receiving coils in fMRI according to claim 1, characterized in that the subject simulation phantom includes a water phantom, and the water phantom is equipped with a simulated human body electrical The electrical properties of the filling liquid include at least dielectric constant and conductivity.
  4. 根据权利要求1所述的fMRI中射频接收线圈本征时域稳定性参数的测量方法,其特征在于,所述介质件包括填充有聚四氟乙烯材料的塑料垫。The method for measuring intrinsic time domain stability parameters of radio frequency receiving coils in fMRI according to claim 1, wherein the dielectric member includes a plastic pad filled with polytetrafluoroethylene material.
  5. 根据权利要求1所述的fMRI中射频接收线圈本征时域稳定性参数的测量 方法,其特征在于,采集在插入不同厚度的介质件时所述被试仿真模体的多个回波EPI图像,包括:The method for measuring intrinsic time domain stability parameters of radio frequency receiving coils in fMRI according to claim 1, characterized in that multiple echo EPI images of the subject simulation phantom are collected when inserting dielectric parts of different thicknesses. ,include:
    在插入每一厚度的介质件时,利用短TE序列对所述被试仿真模体进行质子密度加权成像,设置N个时域采样点/次,采集得到不同体素分辨率下的多组回波EPI图像。When inserting a dielectric member of each thickness, use a short TE sequence to perform proton density-weighted imaging on the subject simulation phantom, set N time domain sampling points/times, and collect multiple sets of echoes at different voxel resolutions. Wave EPI image.
  6. 根据权利要求2所述的fMRI中射频接收线圈本征时域稳定性参数的测量方法,其特征在于,当采用单通道接收线圈时,对多个所述回波EPI图像的原始K空间数据进行处理重建,得到本征成像数据,包括:The method for measuring intrinsic time domain stability parameters of radio frequency receiving coils in fMRI according to claim 2, characterized in that when a single-channel receiving coil is used, the original K-space data of a plurality of the echo EPI images are measured. Process the reconstruction to obtain intrinsic imaging data, including:
    利用傅立叶变换对原始K空间的回波数据进行处理重建,得到本征成像数据,其中,所述本征成像数据的矩阵大小与K空间矩阵大小一致。Fourier transform is used to process and reconstruct the original K-space echo data to obtain intrinsic imaging data, where the matrix size of the intrinsic imaging data is consistent with the K-space matrix size.
  7. 根据权利要求2所述的fMRI中射频接收线圈本征时域稳定性参数的测量方法,其特征在于,当采用多通道接收阵列线圈时,对多个所述回波EPI图像的原始K空间数据进行处理重建,得到本征成像数据,包括:The method for measuring intrinsic time domain stability parameters of radio frequency receiving coils in fMRI according to claim 2, characterized in that when a multi-channel receiving array coil is used, the original K-space data of a plurality of the echo EPI images Perform processing and reconstruction to obtain intrinsic imaging data, including:
    利用平方和方法对原始K空间的三维多通道回波数据进行加权组合重建,得到多通道信息压缩后的本征成像数据。The sum of squares method is used to perform a weighted combination reconstruction of the three-dimensional multi-channel echo data in the original K space, and the intrinsic imaging data after multi-channel information compression is obtained.
  8. 根据权利要求5所述的fMRI中射频接收线圈本征时域稳定性参数的测量方法,其特征在于,根据所述本征成像数据计算得到线圈本征时域稳定性参数,包括:The method for measuring intrinsic time domain stability parameters of radio frequency receiving coils in fMRI according to claim 5, characterized in that the coil intrinsic time domain stability parameters are calculated according to the intrinsic imaging data, including:
    根据使用不同体素分辨率采集得到的本征成像数据的时域数据,分别计算对应不同体素分辨率下的本征时域信噪比tSNR *,包括: According to the time domain data of the intrinsic imaging data collected using different voxel resolutions, the intrinsic time domain signal-to-noise ratio tSNR * corresponding to different voxel resolutions is calculated, including:
    计算每一像素点的时域均值和时域标准差,将所述时域均值作为线圈的本征时域灵敏度均值
    Figure PCTCN2022099606-appb-100001
    并将所述时域标准差作为线圈的本征时域噪声标准差σ t *′;
    Calculate the time domain mean and time domain standard deviation of each pixel, and use the time domain mean as the intrinsic time domain sensitivity mean of the coil
    Figure PCTCN2022099606-appb-100001
    And the time domain standard deviation is regarded as the coil's intrinsic time domain noise standard deviation σ t * ′;
    根据所述本征时域灵敏度均值
    Figure PCTCN2022099606-appb-100002
    和所述本征时域噪声标准差σ t *′,计算得到本征时域信噪比tSNR *,其中,
    Figure PCTCN2022099606-appb-100003
    According to the intrinsic time domain sensitivity mean
    Figure PCTCN2022099606-appb-100002
    and the intrinsic time domain noise standard deviation σ t * ′, the intrinsic time domain signal-to-noise ratio tSNR * is calculated, where,
    Figure PCTCN2022099606-appb-100003
  9. 根据权利要求8所述的fMRI中射频接收线圈本征时域稳定性参数的测量方法,其特征在于,在根据所述本征成像数据计算得到线圈的本征时域稳定性参数之前,所述方法还包括:The method for measuring intrinsic time domain stability parameters of radio frequency receiving coils in fMRI according to claim 8, characterized in that, before calculating the intrinsic time domain stability parameters of the coil according to the intrinsic imaging data, the Methods also include:
    将在射频电源开启时采集得到的本征成像数据作为线圈本征灵敏度数据S *The intrinsic imaging data collected when the radio frequency power is turned on is used as the coil intrinsic sensitivity data S * ;
    将在射频电源关闭时采集得到的本征成像数据作为热噪声数据,计算得到热噪声标准差
    Figure PCTCN2022099606-appb-100004
    The intrinsic imaging data collected when the RF power is turned off is used as thermal noise data, and the thermal noise standard deviation is calculated.
    Figure PCTCN2022099606-appb-100004
    根据所述线圈本征灵敏度数据S *和所述热噪声标准差
    Figure PCTCN2022099606-appb-100005
    计算得到本征信噪比SNR *
    Figure PCTCN2022099606-appb-100006
    According to the coil intrinsic sensitivity data S * and the thermal noise standard deviation
    Figure PCTCN2022099606-appb-100005
    Calculate the intrinsic signal-to-noise ratio SNR * ,
    Figure PCTCN2022099606-appb-100006
  10. 根据权利要求9所述的fMRI中射频接收线圈本征时域稳定性参数的测量方法,其特征在于,根据所述本征成像数据计算得到线圈本征时域稳定性参数,包括:The method for measuring intrinsic time domain stability parameters of radio frequency receiving coils in fMRI according to claim 9, characterized in that the coil intrinsic time domain stability parameters are calculated according to the intrinsic imaging data, including:
    对所述线圈本征灵敏度数据S *的时域标准差进行归一化计算,得到本征时域灵敏度稳定性λ *
    Figure PCTCN2022099606-appb-100007
    其中,σ s *表示线圈本征灵敏度的时域标准差;
    The time-domain standard deviation of the coil intrinsic sensitivity data S * is normalized and calculated to obtain the intrinsic time-domain sensitivity stability λ * ,
    Figure PCTCN2022099606-appb-100007
    Among them, σ s * represents the time domain standard deviation of the coil intrinsic sensitivity;
    对所述热噪声数据的时域标准差进行归一化计算,得到本时域热噪声稳定 性α *
    Figure PCTCN2022099606-appb-100008
    其中,
    Figure PCTCN2022099606-appb-100009
    表示被试仿真模体噪声的时域标准差。
    The time domain standard deviation of the thermal noise data is normalized and calculated to obtain the thermal noise stability α * in this time domain,
    Figure PCTCN2022099606-appb-100008
    in,
    Figure PCTCN2022099606-appb-100009
    Represents the time domain standard deviation of the subject's simulated phantom noise.
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