CN106963424A - System and method for detecting arterial vessel viscoelasticity - Google Patents
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Abstract
本发明涉及一种检测动脉血管粘弹性的方法,包括:控制外部振子在靠近血管的皮肤上产生振动;超声探头向皮肤发射检测脉冲,记录每个通道下皮肤内血管组织的脉冲回波信号,并计算得到每个通道的皮肤内血管组织的位移,并滤除位移中的脉搏波速度,同时心电采集机采集心电信号;求得应变波的瞬时传播速度,估计血管的瞬时粘弹性系数;在心动周期下,多次估计血管的瞬时粘弹性系数,并将估计的粘弹性系数与采集的心电信号在时间上配准,得到心动周期下不同时刻血管的弹性模量和粘性模量。本发明还涉及一种检测动脉血管粘弹性的系统。本发明采用外部振子代替超声探头,更安全,既可以形成一个独立的设备,也可作为一个附加功能模块。
The invention relates to a method for detecting arterial viscoelasticity, comprising: controlling an external vibrator to vibrate on the skin close to the blood vessel; an ultrasonic probe sends a detection pulse to the skin, and records the pulse echo signal of the blood vessel tissue in the skin under each channel, And calculate the displacement of the blood vessel tissue in the skin of each channel, and filter out the pulse wave velocity in the displacement, and at the same time, the ECG acquisition machine collects the ECG signal; obtain the instantaneous propagation velocity of the strain wave, and estimate the instantaneous viscoelastic coefficient of the blood vessel ; Under the cardiac cycle, estimate the instantaneous viscoelastic coefficient of the blood vessel multiple times, and register the estimated viscoelastic coefficient with the collected ECG signal in time, and obtain the elastic modulus and viscous modulus of the blood vessel at different moments in the cardiac cycle . The invention also relates to a system for detecting the viscoelasticity of arterial blood vessels. The present invention adopts an external vibrator instead of an ultrasonic probe, which is safer and can be formed as an independent device or as an additional functional module.
Description
技术领域technical field
本发明涉及一种检测动脉血管粘弹性的系统及方法,尤其涉及一种在体定量检测动脉血管粘弹性的系统及方法。The invention relates to a system and method for detecting arterial blood vessel viscoelasticity, in particular to a system and method for in vivo quantitative detection of arterial blood vessel viscoelasticity.
背景技术Background technique
心脑血管疾病是心脏血管和脑血管疾病的统称,泛指由于高脂血症、血液黏稠、动脉粥样硬化、高血压等所导致的心脏、大脑及全身组织发生的缺血性或出血性疾病。众所周知,心血管疾病是人类头号的杀手,全球每年死于心脑血管疾病的人群高达1500万人,我国心脑血管病患高达2.9亿,年住院总费用超过700亿元,心血管病的疾病负担日渐加重,已成为我国重大的公共卫生问题。Cardiovascular and cerebrovascular diseases are collectively referred to as cardiovascular and cerebrovascular diseases. disease. As we all know, cardiovascular disease is the number one killer of human beings. The number of people who die of cardiovascular and cerebrovascular diseases is as high as 15 million in the world every year. The number of cardiovascular and cerebrovascular diseases in my country is as high as 290 million, and the total annual hospitalization expenses exceed 70 billion yuan. Cardiovascular diseases The burden is increasing day by day, and it has become a major public health problem in our country.
动脉的力学特性在心血管功能中起核心作用,动脉僵硬度和各种心血管疾病之间有直接的关系,是心脑血管发病率和死亡率重要的预测因子。虽然动脉血管的粘弹性的变换一般是全身性的,并影响整个血管系统,但是不同位置的动脉血管的硬度对年龄增大、高血压、妊娠等因素的反应也不一样,往往动脉血管变硬,而主动脉血管变软,所以精确测量局部动脉显得十分重要。由于动脉血管壁的粘弹性随着血压的变化成非线性变化,这种非线性变化对整个心血管系统的健康运作至关重要,并且还可以检测出动脉粥样硬化中不稳定的板块。The mechanical properties of arteries play a central role in cardiovascular function. There is a direct relationship between arterial stiffness and various cardiovascular diseases, and it is an important predictor of cardiovascular and cerebrovascular morbidity and mortality. Although the change of arterial viscoelasticity is generally systemic and affects the entire vascular system, the hardness of arteries at different locations responds differently to factors such as age, high blood pressure, and pregnancy, and arteries tend to harden , and the aortic vessel becomes soft, so accurate measurement of local arteries is very important. Since the viscoelasticity of the arterial vessel wall changes nonlinearly with blood pressure, this nonlinear change is crucial for the healthy functioning of the entire cardiovascular system and can also detect unstable plates in atherosclerosis.
为了获得局部的、瞬时、定量的硬度测量,不能依靠心脏泵血对血管产生的压缩波,因为心脏一秒大约产生一次波动,利用超声基于声辐射力的剪切波弹性成像可以满足一次心动周期下对血管壁进行多次瞬时测量,但是该方法有一定的局限性:第一,声辐射力用于血管检测的安全性有待考证;第二,此方法必须借助该团队拥有自主产权的快速剪切波成像设备才能实现,系统复杂,造价昂贵,不便于推广。In order to obtain local, instantaneous, and quantitative hardness measurements, the compression waves generated by the heart pumping blood to the blood vessels cannot be relied on, because the heart generates about one wave per second, and the shear wave elastography based on the ultrasonic radiation force can satisfy one cardiac cycle. However, this method has certain limitations: first, the safety of acoustic radiation force for blood vessel detection needs to be verified; Cut-wave imaging equipment can only be realized, the system is complicated, the cost is expensive, and it is not easy to popularize.
发明内容Contents of the invention
有鉴于此,有必要提供一种安全性更高的在体定量检测动脉血管粘弹性的系统及方法。In view of this, it is necessary to provide a system and method for in vivo quantitative detection of arterial blood vessel viscoelasticity with higher safety.
一种检测动脉血管粘弹性的系统,该系统包括主控机、与所述主控机电性连接的发射/接收模块及心电采集模块,与所述发射/接收模块分别电性连接的外部振子及超声探头,与所述心电采集模块分别电性连接的心电采集机,所述主控机包括处理模块、估计模块及配准模块,其中:所述发射/接收模块用于在心动周期下控制外部振子在靠近血管的皮肤上产生振动;所述发射/接收模块还用于在心动周期下驱动超声探头向皮肤发射检测脉冲,记录超声探头每个通道下的皮肤内血管组织的脉冲回波信号;所述处理模块用于根据上述记录的每个通道下的皮肤内血管组织的脉冲回波信号,计算得到每个通道的皮肤内血管组织的位移,并滤除所述位移中的脉搏波速度;所述心电采集模块用于在心动周期下触发心电采集机采集心电信号;所述估计模块用于根据上述得到的滤除脉搏波速度后每个通道的皮肤内血管组织的位移,求得应变波的瞬时传播速度,估计血管的瞬时粘弹性系数;所述配准模块用于将估计的血管的瞬时粘弹性系数与采集的心电信号在时间上配准,得到心动周期下不同时刻血管的弹性模量、粘性模量。A system for detecting arterial viscoelasticity, the system includes a main control unit, a transmitting/receiving module electromechanically connected with the main control unit and an electrocardiogram acquisition module, and an external vibrator electrically connected with the transmitting/receiving module respectively and an ultrasound probe, an ECG acquisition machine electrically connected to the ECG acquisition module, the main control unit includes a processing module, an estimation module and a registration module, wherein: the transmitting/receiving module is used for Control the external vibrator to vibrate on the skin close to the blood vessel; the transmitting/receiving module is also used to drive the ultrasonic probe to transmit detection pulses to the skin during the cardiac cycle, and record the pulse echo of the blood vessel tissue in the skin under each channel of the ultrasonic probe. wave signal; the processing module is used to calculate the displacement of the vascular tissue in the skin of each channel according to the pulse-echo signal of the vascular tissue in the skin recorded in each channel above, and filter out the pulse in the displacement Wave velocity; the ECG acquisition module is used to trigger the ECG acquisition machine to collect ECG signals under the cardiac cycle; the estimation module is used to filter out the pulse wave velocity obtained above according to the vascular tissue in the skin of each channel Displacement, the instantaneous propagation velocity of the strain wave is obtained, and the instantaneous viscoelastic coefficient of the blood vessel is estimated; the registration module is used to register the estimated instantaneous viscoelastic coefficient of the blood vessel with the collected ECG signal in time to obtain the cardiac cycle The elastic modulus and viscous modulus of blood vessels at different times.
其中,所述超声探头为多通道超声探头。Wherein, the ultrasonic probe is a multi-channel ultrasonic probe.
所述的处理模块用于计算得到每个通道的皮肤内血管组织的位移,具体为:从检测振元接收到的射频信号经过超声前端电路的放大和模数转换的处理,再经过正交解调处理,得到射频信号的复包络;对某一检测点,对回波信号相邻帧的复包络信号进行互相关处理,提取出该点不同深度中组织振动的信号;计算所述检测点在某个深度上振动信号的相位,每一帧的相位减去相邻帧的相位,获得各帧的相位差,进而得到血管组织的随时间变化的位移曲线,对于相距Z的两个检测点,可以通过两个检测点的某一深度的位移曲线求取相速度cL。The processing module is used to calculate the displacement of the vascular tissue in the skin of each channel, specifically: the radio frequency signal received from the detection vibration element is amplified by the ultrasonic front-end circuit and processed by analog-to-digital conversion, and then processed by an orthogonal solution. Modulation processing to obtain the complex envelope of the radio frequency signal; for a certain detection point, carry out cross-correlation processing on the complex envelope signal of the adjacent frame of the echo signal, and extract the signal of tissue vibration in different depths of the point; calculate the detection point The phase of the vibration signal at a certain depth, the phase of each frame is subtracted from the phase of the adjacent frame to obtain the phase difference of each frame, and then the displacement curve of the vascular tissue over time. For two detections with a distance of Z point, the phase velocity c L can be obtained from the displacement curves at a certain depth of the two detection points.
所述的估计模块基于兰姆波数学模型f(c,ω,μ1,μ2)=0,具体包括:The estimation module is based on the Lamb wave mathematical model f(c,ω,μ 1 ,μ 2 )=0, specifically including:
i.假定<μ1,μ2>的一组初值;i. Assume a set of initial values of <μ 1 , μ 2 >;
ii.基于“最小二乘准则”得到相速度谱的估计即:ii. Estimation of the phase velocity spectrum based on the "least squares criterion" which is:
iii.计算估计的相速度谱与实测相速度谱cphase(ω)之间的误差平方和,表示为:iii. Calculate the estimated phase velocity spectrum The sum of squared errors between the measured phase velocity spectrum c phase (ω) is expressed as:
iv.若α(μ1,μ2)未达到预设的精度,更新的值,返回第ii步;iv. If α(μ 1 ,μ 2 ) does not reach the preset accuracy, update value, return to step ii;
否则计算停止,所得是血管的瞬时粘弹性系数的估计值。Otherwise the computation stops and the resulting is the estimated value of the instantaneous viscoelastic coefficient of the blood vessel.
所述的配准模块具体用于:将估计的血管的瞬时粘弹性系数与采集的心电信号在时间上做配准,以得到心动周期下不同时刻的血管弹性模量和粘性模量。The registration module is specifically used for: registering the estimated instantaneous viscoelastic coefficient of the blood vessel with the collected electrocardiogram signal in time, so as to obtain the elastic modulus and viscous modulus of the blood vessel at different moments in the cardiac cycle.
本发明还提供一种检测动脉血管粘弹性的方法,该方法包括如下步骤:a.控制外部振子在靠近血管的皮肤上产生振动;b.多通道的超声探头向皮肤发射检测脉冲,记录每个通道下皮肤内血管组织的脉冲回波信号,并计算得到每个通道的皮肤内血管组织的位移,并滤除所述位移中的脉搏波速度,同时心电采集机开始采集心电信号;c.根据上述得到的滤除脉搏波速度后每个通道的皮肤内血管组织的位移,求得应变波的瞬时传播速度,估计血管的瞬时粘弹性系数;d.将估计的血管的瞬时粘弹性系数与采集的心电信号在时间上配准,得到心动周期下不同时刻血管的弹性模量和粘性模量。The present invention also provides a method for detecting arterial viscoelasticity, the method comprising the following steps: a. controlling an external vibrator to vibrate on the skin close to the blood vessel; b. a multi-channel ultrasonic probe sending detection pulses to the skin, recording each The pulse echo signal of the blood vessel tissue in the skin under the channel, and calculate the displacement of the blood vessel tissue in the skin of each channel, and filter out the pulse wave velocity in the displacement, and the ECG acquisition machine starts to collect the ECG signal at the same time; c According to the displacement of the blood vessel tissue in the skin of each channel after filtering the pulse wave velocity obtained above, obtain the instantaneous propagation velocity of the strain wave, and estimate the instantaneous viscoelastic coefficient of the blood vessel; d. the instantaneous viscoelastic coefficient of the estimated blood vessel It is time-registered with the collected ECG signal to obtain the elastic modulus and viscous modulus of the blood vessel at different times in the cardiac cycle.
其中,所述的步骤b包括:从检测振元接收到的射频信号经过超声前端电路的放大和模数转换的处理,再经过正交解调处理,得到射频信号的复包络;对某一检测点,对回波信号相邻帧的复包络信号进行互相关处理,提取出该点不同深度中组织振动的信号;计算所述检测点在某个深度上振动信号的相位,每一帧的相位减去相邻帧的相位,获得各帧的相位差,进而得到血管组织的随时间变化的位移曲线,对于相距Z的两个检测点,可以通过两个检测点的某一深度的位移曲线求取相速度cL。Wherein, the step b includes: the radio frequency signal received from the detection vibration element undergoes amplification and analog-to-digital conversion processing of the ultrasonic front-end circuit, and then undergoes orthogonal demodulation processing to obtain the complex envelope of the radio frequency signal; At the detection point, cross-correlation processing is performed on the complex envelope signals of the adjacent frames of the echo signal, and the signals of tissue vibration at different depths at the point are extracted; the phase of the vibration signal at a certain depth at the detection point is calculated, and each frame The phase of the adjacent frame is subtracted from the phase of the adjacent frame to obtain the phase difference of each frame, and then the displacement curve of the vascular tissue over time is obtained. For two detection points separated by Z, the displacement of a certain depth of the two detection points can be obtained. Find the phase velocity c L from the curve.
该方法还包括:在一个心动周期内,重复执行步骤a至步骤c。The method also includes: repeatedly performing step a to step c within one cardiac cycle.
所述的步骤c具体流程如下:The specific process of the step c is as follows:
i.假定<μ1,μ2>的一组初值;i. Assume a set of initial values of <μ 1 , μ 2 >;
ii.基于“最小二乘准则”得到相速度谱的估计即:ii. Estimation of the phase velocity spectrum based on the "least squares criterion" which is:
iii.计算估计的相速度谱与实测相速度谱cphase(ω)之间的误差平方和,表示为:iii. Calculate the estimated phase velocity spectrum The sum of squared errors between the measured phase velocity spectrum c phase (ω) is expressed as:
iv.若α(μ1,μ2)未达到预设的精度,更新的值,返回第ii步;iv. If α(μ 1 ,μ 2 ) does not reach the preset accuracy, update value, return to step ii;
否则计算停止,所得是血管的瞬时粘弹性系数的估计值。Otherwise the computation stops and the resulting is the estimated value of the instantaneous viscoelastic coefficient of the blood vessel.
所述的步骤d具体包括:将估计的血管的瞬时粘弹性系数与采集的心电信号在时间上做配准,以得到一个心动周期内不同时刻的血管弹性模量和粘性模量。The step d specifically includes: temporally registering the estimated instantaneous viscoelastic coefficient of the blood vessel with the collected ECG signal, so as to obtain the elastic modulus and viscous modulus of the blood vessel at different moments in a cardiac cycle.
本发明检测动脉血管粘弹性的系统及方法,利用外部振子与超声相结合的方式在体定量检测动脉血管粘弹性,优点如下:(1)本发明采用外部振子代替超声探头,在体定量测量具有更高的安全性;(2)本发明既可以形成一个独立的设备,简单便携,也可以作为一个附加功能模块,加载在现有的彩超系统上使用,节约成本,便于推广。The system and method for detecting arterial viscoelasticity in the present invention utilizes an external vibrator combined with ultrasound to quantitatively detect arterial viscoelasticity in vivo. The advantages are as follows: (1) The present invention uses an external vibrator instead of an ultrasonic probe, and has the advantages of in vivo quantitative measurement. Higher safety; (2) The present invention can be formed as an independent device, which is simple and portable, and can also be used as an additional functional module loaded on the existing color ultrasound system, which saves cost and is easy to popularize.
附图说明Description of drawings
图1为本发明检测动脉血管粘弹性的系统的硬件架构图;Fig. 1 is the hardware architecture diagram of the system for detecting arterial vessel viscoelasticity in the present invention;
图2为本发明检测动脉血管粘弹性的方法的流程图。Fig. 2 is a flowchart of the method for detecting arterial viscoelasticity in the present invention.
具体实施方式detailed description
首先对本发明的物理基础进行如下介绍:At first the physical basis of the present invention is introduced as follows:
本发明使用外部振子(20HZ-1000HZ)充当振动源的激励方法,即将低频振动器置于体表,或者将振动器和超声探头集成在一起,以便操作。通过振动源向体内传播低频振动,用超声探头检测振动引起的剪切波在血管组织中传播时的速度信息。作用力施加于人体的体表,以激励皮下的血管组织,直接模拟了医生用手指以一定的频率按压人体组织实施检查的过程,更为直观简单并且安全性更高,由于血管是一种薄层管状结构的组织,剪切波在其内传播时,不断地角膜的上下边界发生作用,产生折射、反射及横波与纵波之间的模态转换而形成兰姆波。The present invention uses an external vibrator (20HZ-1000HZ) as the excitation method of the vibration source, that is, the low-frequency vibrator is placed on the body surface, or the vibrator and the ultrasonic probe are integrated together for easy operation. The low-frequency vibration is transmitted to the body through the vibration source, and the velocity information of the shear wave caused by the vibration is detected when it propagates in the vascular tissue with an ultrasonic probe. The force is applied to the body surface of the human body to stimulate the subcutaneous vascular tissue, directly simulating the process of the doctor pressing the human body tissue with a certain frequency to perform the inspection, which is more intuitive, simple and safer, because the blood vessel is a thin When the shear wave propagates in the tissue of the layered tubular structure, the upper and lower boundaries of the cornea continue to act, resulting in refraction, reflection, and mode conversion between transverse waves and longitudinal waves to form Lamb waves.
对于浸在液体中的粘弹性薄板,假设薄板和液体的密度相近且它们中的可压缩波波数远小于兰姆波波数,则薄板中的非对称兰姆波弥散方程如下:For a viscoelastic thin plate immersed in a liquid, assuming that the density of the thin plate and the liquid are similar and the wavenumber of the compressible wave in them is much smaller than that of the Lamb wave, the asymmetric Lamb wave dispersion equation in the thin plate is as follows:
其中,kL=ω/cL,ω是角频率,cL是频率相关的兰姆波相速度,是剪切波的波数,μ是剪切模量,ρm是样品的密度(与水的密度相近),h等于样品厚度的一半。Among them, k L =ω/c L , ω is the angular frequency, c L is the frequency-dependent Lamb wave phase velocity, is the wave number of the shear wave, μ is the shear modulus, ρ m is the density of the sample (close to the density of water), h is equal to half the thickness of the sample.
通过引入Voigt模型来描述粘弹性薄板的力学行为,剪切模量μ则表示为μ=μ1+iωμ2,其中μ1和μ2分别是弹性模量和粘性模量。因此,方程(1)可化为关于兰姆波相速度cL、频率ω、弹性模量μ1和粘性模量μ2的数学模型,如下所示。The mechanical behavior of the viscoelastic thin plate is described by introducing the Voigt model, and the shear modulus μ is expressed as μ=μ 1 +iωμ 2 , where μ 1 and μ 2 are elastic modulus and viscous modulus respectively. Therefore, equation (1) can be transformed into a mathematical model about Lamb wave phase velocity c L , frequency ω, elastic modulus μ 1 and viscous modulus μ 2 , as shown below.
此式表明,兰姆波速度是弹性、粘性以及兰姆波频率的函数。通过测量兰姆波并在频域上分解得到各频率上的兰姆波速度cL(ω),由非线性拟合即可估计出样品的弹性模量μ1和粘性模量μ2,这是本发明的物理基础。具体实现中,对角膜粘弹性的估计以方程(2)作为数学模型,或者对方程(2)进行一定的近似和简化,得到血管粘弹性估计的经验公式(须经过实验的验证),作为估计的数学模型。This equation shows that Lamb wave velocity is a function of elasticity, viscosity, and Lamb wave frequency. By measuring the Lamb wave and decomposing it in the frequency domain to obtain the Lamb wave velocity c L (ω) at each frequency, the elastic modulus μ 1 and the viscous modulus μ 2 of the sample can be estimated by nonlinear fitting, which is Is the physical basis of the present invention. In the specific implementation, the estimation of corneal viscoelasticity uses Equation (2) as a mathematical model, or certain approximation and simplification of Equation (2), to obtain an empirical formula for vascular viscoelasticity estimation (subject to experimental verification), as an estimate mathematical model.
理论分析和实验研究表明,血管内的兰姆波的速度一般在3~10m/s,在医用超声上,这样的传播速度完全可以用既有的硬件检测到。Theoretical analysis and experimental research show that the speed of the Lamb wave in the blood vessel is generally 3-10m/s. In medical ultrasound, such a propagation speed can be detected with existing hardware.
下面结合附图及具体实施例对本发明作进一步详细的说明。The present invention will be described in further detail below in conjunction with the accompanying drawings and specific embodiments.
参阅图1所示,是本发明检测动脉血管粘弹性的系统的硬件架构图。Referring to FIG. 1 , it is a hardware architecture diagram of the system for detecting arterial viscoelasticity in the present invention.
该系统包括主控机101、发射/接收模块102、心电采集模块103、外部振子104、超声探头105及心电采集机106。其中:发射/接收模块102分别与主控机101、外部振子104、超声探头105电性连接;心电采集模块103分别与主控机101、心电采集机106电性连接。The system includes a main control computer 101 , a transmitting/receiving module 102 , an ECG acquisition module 103 , an external vibrator 104 , an ultrasonic probe 105 and an ECG acquisition machine 106 . Wherein: the transmitting/receiving module 102 is electrically connected with the main control unit 101 , the external vibrator 104 , and the ultrasonic probe 105 respectively;
所述主控机101控制整个系统的运作,负责整个系统的信号控制及数据处理。所述主控机101包括处理模块107、估计模块108及配准模块109。The main control machine 101 controls the operation of the entire system, and is responsible for signal control and data processing of the entire system. The main control machine 101 includes a processing module 107 , an estimation module 108 and a registration module 109 .
所述发射/接收模块102包括发射电路及接收电路,发射电路包括信号发生器及功率放大器。所述心电采集模块103用于触发心电采集机106。所述外部振子104用于在皮肤表面产生振动。所述超声探头105包括多个通道,即多个检测振元,也称检测点,在本实施例中所述超声探头105包括2个通道,即通道A和通道B,所述通道之间具有微小间距。The transmitting/receiving module 102 includes a transmitting circuit and a receiving circuit, and the transmitting circuit includes a signal generator and a power amplifier. The ECG collection module 103 is used to trigger the ECG collection machine 106 . The external vibrator 104 is used to generate vibration on the skin surface. The ultrasonic probe 105 includes a plurality of channels, that is, a plurality of detection vibration elements, also called detection points. In this embodiment, the ultrasonic probe 105 includes 2 channels, namely, channel A and channel B, between which there is tiny spacing.
所述发射/接收模块102用于控制外部振子104在靠近血管的皮肤上产生一定频率的振动。具体而言:The transmitting/receiving module 102 is used to control the external vibrator 104 to generate vibration of a certain frequency on the skin close to the blood vessel. in particular:
本实施例中首先将外部振子104放在靠血管的皮肤上,通过主控机101触发发射/接收模块102的发射控制,控制发射电路使外部振子104每0.1秒钟产生1次频率的振动,导致血管有一个微小的振动,所述振动以兰姆波的形式在血管中传播。In this embodiment, the external vibrator 104 is first placed on the skin close to the blood vessel, and the transmission control of the transmitting/receiving module 102 is triggered by the main control unit 101, and the transmitting circuit is controlled so that the external vibrator 104 generates a frequency of vibration every 0.1 seconds. This causes the blood vessel to vibrate slightly, and the vibration propagates in the blood vessel in the form of Lamb waves.
所述发射/接收模块102还用于驱动超声探头105向皮肤发射检测脉冲,记录每个通道下的皮肤内血管组织的脉冲回波信号。The transmitting/receiving module 102 is also used to drive the ultrasonic probe 105 to transmit detection pulses to the skin, and record the pulse-echo signals of the blood vessels in the skin under each channel.
所述处理模块107用于根据所述发射/接收模块102记录的每个通道下的皮肤内血管组织的脉冲回波信号,计算得到每个通道的皮肤内血管组织的位移,并滤除所述位移中的脉搏波速度。具体而言:The processing module 107 is used to calculate the displacement of the blood vessel tissue in the skin of each channel according to the pulse echo signal of the blood vessel tissue in the skin under each channel recorded by the transmitting/receiving module 102, and filter out the Pulse wave velocity in displacement. in particular:
将接收到的所述检测脉冲的回波信号r(t,k)表示为一个二维信号。发射一次检测脉冲,则不同时刻t的回波信号表示组织中不同深度处的回波。在本实施例中,通道A、B以一定的脉冲重复频率发射检测脉冲,探测血管组织的位移,得到所述位移对时间的曲线,其原理与脉冲多普勒的原理相类似。The received echo signal r(t,k) of the detection pulse is expressed as a two-dimensional signal. Once a detection pulse is emitted, echo signals at different time t represent echoes at different depths in the tissue. In this embodiment, channels A and B emit detection pulses at a certain pulse repetition frequency to detect the displacement of vascular tissue and obtain a curve of the displacement versus time. The principle is similar to that of pulse Doppler.
进一步地,按一定的脉冲重复频率发射多次检测脉冲,得到一个检测脉冲的回波序列,k表示该序列中回波的帧数。回波信号的幅度和相位受到该点组织振动的调制,通过一定的算法可从中提取出血管组织振动的相位变化。在具体实现时,从检测振元接收到的射频(RF)信号经过超声前端电路的放大和模数转换的处理,再经过正交解调处理,得到RF信号的复包络。对某一检测点,回波信号相邻帧的复包络信号进行互相关处理,提取出该点不同深度中组织振动的信号。Further, multiple detection pulses are transmitted at a certain pulse repetition frequency to obtain an echo sequence of detection pulses, and k represents the number of echo frames in the sequence. The amplitude and phase of the echo signal are modulated by the tissue vibration at this point, from which the phase change of the vascular tissue vibration can be extracted through a certain algorithm. In specific implementation, the radio frequency (RF) signal received from the detection vibration element is amplified by the ultrasonic front-end circuit, processed by analog-to-digital conversion, and then processed by quadrature demodulation to obtain the complex envelope of the RF signal. For a detection point, the complex envelope signals of the adjacent frames of the echo signal are cross-correlated, and the signals of tissue vibration in different depths of the point are extracted.
计算所述检测点在某个深度上振动信号的相位,每一帧的相位减去相邻帧的相位,获得各帧的相位差,进而得到血管组织的随时间变化的位移曲线。对于相距Z的两个检测点,可以通过两个检测点的某一深度的位移曲线求取相速度cL。Calculate the phase of the vibration signal of the detection point at a certain depth, and subtract the phase of the adjacent frame from the phase of each frame to obtain the phase difference of each frame, and then obtain the displacement curve of the vascular tissue over time. For two detection points with a distance Z, the phase velocity c L can be calculated from the displacement curves at a certain depth of the two detection points.
所述心电采集模块103用于触发心电采集机106采集心电信号。The ECG collection module 103 is used to trigger the ECG collection machine 106 to collect ECG signals.
所述估计模块108用于根据上述得到的滤除脉搏波速度后每个通道的皮肤内血管组织的位移,求得应变波的瞬时传播的相速度,估计血管的瞬时粘弹性系数。The estimation module 108 is used to obtain the phase velocity of the instantaneous propagation of the strain wave according to the displacement of the blood vessel tissue in the skin of each channel obtained above after filtering the pulse wave velocity, and estimate the instantaneous viscoelastic coefficient of the blood vessel.
在本实施例中,根据上述得到通道A、B下的皮肤内血管组织的位移对时间的曲线可以计算出振动在两点传播的相速度,通过数学模型估计血管的粘弹性系数。In this embodiment, the phase velocity of the vibration propagating at two points can be calculated based on the displacement versus time curves of the vascular tissue in the skin under channels A and B obtained above, and the viscoelastic coefficient of the blood vessel can be estimated through a mathematical model.
本实施例基于数学模型f(c,ω,μ1,μ2)=0对弹性系数μ1和粘性系数μ2进行估计是典型的基于模型的非线性参数估计问题,采用非线性最小二乘估计方法解决。下面简单描述具体的流程:In this embodiment, based on the mathematical model f(c,ω,μ 1 ,μ 2 )=0, estimating the elastic coefficient μ 1 and the viscosity coefficient μ 2 is a typical model-based nonlinear parameter estimation problem, and nonlinear least squares Estimation method solves. The specific process is briefly described below:
i.假定<μ1,μ2>的一组初值;i. Assume a set of initial values of <μ 1 , μ 2 >;
ii.基于“最小二乘准则”得到相速度谱的估计即:ii. Estimation of the phase velocity spectrum based on the "least squares criterion" which is:
iii.计算估计的相速度谱与实测相速度谱cphase(ω)之间的误差平方和,表示为:iii. Calculate the estimated phase velocity spectrum The sum of squared errors between the measured phase velocity spectrum c phase (ω) is expressed as:
iv.若α(μ1,μ2)未达到预设的精度,更新的值,返回第ii步;iv. If α(μ 1 ,μ 2 ) does not reach the preset accuracy, update value, return to step ii;
否则计算停止,所得是血管的瞬时粘弹性系数的估计值。Otherwise the computation stops and the resulting is the estimated value of the instantaneous viscoelastic coefficient of the blood vessel.
具体实现中可采用迭代法或搜索法等优化算法得到<μ1,μ2>的最优估计。In the specific implementation, optimization algorithms such as iterative method or search method can be used to obtain the optimal estimate of <μ 1 , μ 2 >.
所述配准模块109用于将估计的血管的瞬时粘弹性系数与采集的心电信号在时间上配准,得到心动周期下不同时刻血管的弹性模量、粘性模量。具体而言:The registration module 109 is used for temporally registering the estimated instantaneous viscoelastic coefficient of the blood vessel with the collected ECG signal to obtain the elastic modulus and viscous modulus of the blood vessel at different moments in the cardiac cycle. in particular:
本实施例中,在大约一秒的心动周期下,重复上述的方式激励血管振动并采集回波信号多次,与采集的心电信号在时间上做配准,从而得到心动周期下的不同时刻的血管弹性模量和粘性模量。In this embodiment, under the cardiac cycle of about one second, the above-mentioned method is repeated to excite the blood vessel to vibrate and the echo signal is collected multiple times, and the collected ECG signal is registered in time, so as to obtain different moments in the cardiac cycle The elastic modulus and viscous modulus of the vessel.
参阅图2所示,是本发明检测动脉血管粘弹性的方法较佳实施例的作业流程图。Referring to FIG. 2 , it is a flow chart of a preferred embodiment of the method for detecting arterial viscoelasticity in the present invention.
步骤S400,控制外部振子104在靠近血管的皮肤上产生一定频率的振动。具体而言,主控机101通过发射/接收模块102控制外部振子104产生一定频率的振动,作用于外部振子104下面的血管组织使其产生振动,并向周围横向传播。Step S400, controlling the external vibrator 104 to vibrate at a certain frequency on the skin close to the blood vessel. Specifically, the main control unit 101 controls the external vibrator 104 to generate a certain frequency of vibration through the transmitting/receiving module 102, which acts on the blood vessel tissue under the external vibrator 104 to cause the vibration to propagate laterally to the surrounding.
步骤S401,多通道的超声探头105向皮肤发射检测脉冲,记录每个通道下皮肤内血管组织的脉冲回波信号,计算得到每个通道的皮肤内血管组织的位移,并滤除所述位移中的脉搏波速度,同时心电采集机106开始采集心电信号。具体而言:Step S401, the multi-channel ultrasonic probe 105 transmits detection pulses to the skin, records the pulse-echo signal of the vascular tissue in the skin under each channel, calculates the displacement of the vascular tissue in the skin of each channel, and filters out the displacement At the same time, the ECG acquisition machine 106 starts to collect ECG signals. in particular:
将接收到的所述检测脉冲的回波信号r(t,k)表示为一个二维信号。发射一次检测脉冲,则不同时刻t的回波信号表示组织中不同深度处的回波。在本实施例中,通道A、B以一定的脉冲重复频率发射检测脉冲,探测血管组织的位移,得到所述位移对时间的曲线,其原理与脉冲多普勒的原理相类似。The received echo signal r(t,k) of the detection pulse is expressed as a two-dimensional signal. Once a detection pulse is emitted, echo signals at different time t represent echoes at different depths in the tissue. In this embodiment, channels A and B emit detection pulses at a certain pulse repetition frequency to detect the displacement of vascular tissue and obtain a curve of the displacement versus time. The principle is similar to that of pulse Doppler.
进一步地,按一定的脉冲重复频率发射多次检测脉冲,得到一个检测脉冲的回波序列,k表示该序列中回波的帧数。回波信号的幅度和相位受到该点组织振动的调制,通过一定的算法可从中提取出血管组织振动的相位变化。在具体实现时,从检测振元接收到的射频(RF)信号经过超声前端电路的放大和模数转换的处理,再经过正交解调处理,得到RF信号的复包络。对某一检测点,回波信号相邻帧的复包络信号进行互相关处理,提取出该点不同深度中组织振动的信号。Further, multiple detection pulses are transmitted at a certain pulse repetition frequency to obtain an echo sequence of detection pulses, and k represents the number of echo frames in the sequence. The amplitude and phase of the echo signal are modulated by the tissue vibration at this point, from which the phase change of the vascular tissue vibration can be extracted through a certain algorithm. In specific implementation, the radio frequency (RF) signal received from the detection vibration element is amplified by the ultrasonic front-end circuit, processed by analog-to-digital conversion, and then processed by quadrature demodulation to obtain the complex envelope of the RF signal. For a detection point, the complex envelope signals of the adjacent frames of the echo signal are cross-correlated, and the signals of tissue vibration in different depths of the point are extracted.
计算所述检测点在某个深度上振动信号的相位,每一帧的相位减去相邻帧的相位,获得各帧的相位差,进而得到血管组织的随时间变化的位移曲线。对于相距Z的两个检测点,可以通过两个检测点的某一深度的位移曲线求取相速度cL。Calculate the phase of the vibration signal of the detection point at a certain depth, and subtract the phase of the adjacent frame from the phase of each frame to obtain the phase difference of each frame, and then obtain the displacement curve of the vascular tissue over time. For two detection points with a distance Z, the phase velocity c L can be calculated from the displacement curves at a certain depth of the two detection points.
步骤S402,根据上述得到的滤除脉搏波速度后每个通道的皮肤内血管组织的位移,求得应变波的瞬时传播的相速度,估计血管的瞬时粘弹性系数。Step S402, according to the displacement of blood vessel tissue in the skin of each channel obtained above after filtering out the pulse wave velocity, the phase velocity of the instantaneous propagation of the strain wave is obtained, and the instantaneous viscoelastic coefficient of the blood vessel is estimated.
在本实施例中,根据上述得到通道A、B下的皮肤内血管组织的位移对时间的曲线可以计算出振动在两点传播的相速度,通过数学模型估计血管的粘弹性系数。In this embodiment, the phase velocity of the vibration propagating at two points can be calculated based on the displacement versus time curves of the vascular tissue in the skin under channels A and B obtained above, and the viscoelastic coefficient of the blood vessel can be estimated through a mathematical model.
本实施例基于数学模型f(c,ω,μ1,μ2)=0对弹性系数μ1和粘性系数μ2进行估计是典型的基于模型的非线性参数估计问题,采用非线性最小二乘估计算法解决。下面简单描述具体的流程:In this embodiment, based on the mathematical model f(c,ω,μ 1 ,μ 2 )=0, estimating the elastic coefficient μ 1 and the viscosity coefficient μ 2 is a typical model-based nonlinear parameter estimation problem, and nonlinear least squares Estimation algorithm solves. The specific process is briefly described below:
i.假定<μ1,μ2>的一组初值;i. Assume a set of initial values of <μ 1 , μ 2 >;
ii.基于“最小二乘准则”得到相速度谱的估计即:ii. Estimation of the phase velocity spectrum based on the "least squares criterion" which is:
iii.计算估计的相速度谱与实测相速度谱cphase(ω)之间的误差平方和,表示为:iii. Calculate the estimated phase velocity spectrum The sum of squared errors between the measured phase velocity spectrum c phase (ω) is expressed as:
iv.若α(μ1,μ2)未达到预设的精度,更新的值,返回第ii步;iv. If α(μ 1 ,μ 2 ) does not reach the preset accuracy, update value, return to step ii;
否则计算停止,所得是血管的瞬时粘弹性系数的估计值。Otherwise the computation stops and the resulting is the estimated value of the instantaneous viscoelastic coefficient of the blood vessel.
具体实现中可采用迭代法或搜索法等优化算法得到<μ1,μ2>的最优估计。In the specific implementation, optimization algorithms such as iterative method or search method can be used to obtain the optimal estimate of <μ 1 , μ 2 >.
步骤S403,将估计的血管的瞬时粘弹性系数与采集的心电信号在时间上配准,得到心动周期下不同时刻血管的弹性模量、粘性模量。具体而言:In step S403, the estimated instantaneous viscoelastic coefficient of the blood vessel is time-registered with the collected ECG signal to obtain the elastic modulus and viscous modulus of the blood vessel at different times in the cardiac cycle. in particular:
本实施例中,在大约一秒的心动周期下,重复上述的方式激励血管振动并采集回波信号多次,与采集的心电信号在时间上做配准,从而得到心动周期下的不同时刻的血管弹性模量和粘性模量。In this embodiment, under the cardiac cycle of about one second, the above-mentioned method is repeated to excite the blood vessel to vibrate and the echo signal is collected multiple times, and the collected ECG signal is registered in time, so as to obtain different moments in the cardiac cycle The elastic modulus and viscous modulus of the vessel.
本发明在心动周期下多次测量。因为在脉动的血管中,血压在变化,血压不同粘弹性也会不同,比如像橡皮筋一样,拉紧与放松状态下的硬度和弹性会不一样。因此,本实施例在大约一秒的心动周期下进行多次(≥10)测量,可以得到心动周期下不同时刻下的瞬时粘弹性谱,对诊断人体血管病变具有重要意义。本实施例中外部阵子激励的脉冲重复频率为10HZ,即每0.1秒振动一次,每次振动都会发射一定量的检测脉冲检测位移随时间变化,获得血管的粘弹性系数。The present invention measures multiple times under the cardiac cycle. Because in the pulsating blood vessels, the blood pressure is changing, and the viscoelasticity will be different with different blood pressure. For example, like a rubber band, the hardness and elasticity will be different under tension and relaxation. Therefore, this embodiment performs multiple (≥10) measurements in a cardiac cycle of about one second to obtain instantaneous viscoelastic spectra at different moments in the cardiac cycle, which is of great significance for diagnosing human vascular lesions. In this embodiment, the pulse repetition frequency of the external element excitation is 10HZ, that is, one vibration every 0.1 second, and each vibration will emit a certain amount of detection pulses to detect the change of displacement with time, and obtain the viscoelastic coefficient of the blood vessel.
本发明检测动脉血管粘弹性的系统,可以为独立的装置,也可以作为附加的功能模块,加载在普通彩超系统上。在作为附加的功能模块时,只需要在普通彩超系统上加载外部振子104、及心电采集机106即可实现,节约成本,方便简单。The system for detecting arterial viscoelasticity of the present invention can be an independent device, or can be used as an additional functional module loaded on an ordinary color ultrasound system. When it is used as an additional functional module, it only needs to load the external vibrator 104 and the ECG acquisition machine 106 on the ordinary color Doppler ultrasound system, which saves cost and is convenient and simple.
虽然本发明参照当前的较佳实施方式进行了描述,但本领域的技术人员应能理解,上述较佳实施方式仅用来说明本发明,并非用来限定本发明的保护范围,任何在本发明的精神和原则范围之内,所做的任何修饰、等效替换、改进等,均应包含在本发明的权利保护范围之内。Although the present invention has been described with reference to the current preferred embodiments, those skilled in the art should understand that the above-mentioned preferred embodiments are only used to illustrate the present invention, and are not used to limit the protection scope of the present invention. Any modifications, equivalent replacements, improvements, etc. made within the spirit and scope of principles shall be included in the protection scope of the present invention.
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