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CN104323803B - Vocal cord vibration imaging based on plane wave ultra sonic imaging and measurement system and method - Google Patents

Vocal cord vibration imaging based on plane wave ultra sonic imaging and measurement system and method Download PDF

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CN104323803B
CN104323803B CN201410605785.5A CN201410605785A CN104323803B CN 104323803 B CN104323803 B CN 104323803B CN 201410605785 A CN201410605785 A CN 201410605785A CN 104323803 B CN104323803 B CN 104323803B
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CN104323803A (en
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万明习
唐姗姗
敬博文
王素品
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Xian Jiaotong University
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Abstract

本发明涉及一种基于平面波超声成像的声带振动成像与测量系统及方法,包括数字超声成像系统、数据采集卡和计算机;所述数字超声成像系统包括超声线阵换能器和主机;超声线阵换能器用于在主机的控制下发出超声平面波,并接收回波,将回波回传至主机;主机用于控制超声线阵换能器发出超声平面波,并将回波输出至数据采集卡;数据采集卡用于将收到的回波信号转换为数字信号并传送给计算机;计算机用于将接收到的数字信号的回波数据进行波束合成、射频信号包络检测和动态范围压缩转换为喉部组织结构图像。本发明实现了在时间同步和空间同步的条件下对振动声带进行高速成像、并对振动的组织力学参数和特定位置相位变化信息进行量化提取。

The present invention relates to a vocal cord vibration imaging and measurement system and method based on plane wave ultrasonic imaging, including a digital ultrasonic imaging system, a data acquisition card and a computer; the digital ultrasonic imaging system includes an ultrasonic linear array transducer and a host computer; an ultrasonic linear array The transducer is used to send out ultrasonic plane waves under the control of the host, receive the echo, and send the echo back to the host; the host is used to control the ultrasonic linear array transducer to emit ultrasonic plane waves, and output the echo to the data acquisition card; The data acquisition card is used to convert the received echo signal into a digital signal and transmit it to the computer; the computer is used to convert the echo data of the received digital signal into beamforming, RF signal envelope detection and dynamic range compression into throat Image of departmental organization structure. The invention realizes the high-speed imaging of the vibrating vocal cords under the conditions of time synchronization and space synchronization, and quantifies and extracts the tissue mechanics parameters of the vibration and the phase change information of a specific position.

Description

基于平面波超声成像的声带振动成像与测量系统及方法Vocal fold vibration imaging and measurement system and method based on plane wave ultrasonic imaging

【技术领域】【Technical field】

本发明属于生物医学信息检测领域,具体涉及一种能够对声带进行时间和空间同步的高速振动成像,并对声带时间和空间振动特性进行量化提取的系统及方法。The invention belongs to the field of biomedical information detection, and specifically relates to a system and method capable of performing time- and space-synchronized high-speed vibration imaging on vocal cords, and quantifying and extracting vocal cord time and space vibration characteristics.

【背景技术】【Background technique】

人体声带高速、复杂、多维振动产生了嗓音源,它是人体内振动速度最快的小器官,也是最易产生损伤的发声器官。然而目前对在体声带是如何通过调节自身组织力学特性从而改变发声模式、以及病变损伤是如何造成声带的组织力学特性改变而导致病理语音产生等问题的研究仍然处于起步阶段。The high-speed, complex and multi-dimensional vibration of the vocal cords of the human body produces the voice source. It is the fastest vibrating small organ in the human body, and it is also the vocal organ most prone to damage. However, at present, the research on how the vocal cords change the vocalization mode by adjusting their own tissue mechanical properties, and how the lesion and injury cause changes in the tissue mechanical properties of the vocal cords, leading to pathological speech production is still in its infancy.

根据声带的解剖结构及其分层振动模型,声带分为两层:体层和被覆层,声带的振动其实是这具有不同组织力学特性的两层组织振动的综合效应。目前对声带振动进行的研究大部分都是集中在被覆层,因为被覆层的振动能够容易地通过喉内窥镜进行观察和记录。然而,针对喉与声带的光学成像技术,包括频闪动态喉镜,高速摄影喉镜,都无法对声带表层以下内部组织结构的振动进行成像。此外,光学设备使用内窥镜的侵入性,使得被试者无法以自然语音进行发声。According to the anatomical structure of the vocal cord and its layered vibration model, the vocal cord is divided into two layers: the body layer and the covering layer. The vibration of the vocal cord is actually the combined effect of the vibration of the two layers of tissue with different tissue mechanical properties. Most of the current research on vocal fold vibrations has focused on the covering layer, because the covering layer vibration can be easily observed and recorded by laryngoscope. However, optical imaging techniques for the larynx and vocal cords, including stroboscopic dynamic laryngoscopy and high-speed video laryngoscopy, cannot image the vibration of the internal tissue structure below the surface of the vocal cords. In addition, the invasive nature of the optical device using the endoscope made it impossible for the subjects to vocalize in natural speech.

电声门图(EGG)作为一种能够反映发声过程中声带接触面积的周期性变化的研究方法而在被普遍应用于声带的临床检查和科学研究中。由EGG和微分电声门图(DEGG)中提取的特征点对应于声带振动中具有特殊意义的生理动作时刻点。此外,EGG的高时间分辨率和易于提取记录等特点使其能够识别声带运动的相位变化。然而,EGG信号是一维的综合信号,对整个声带接触面积的总体情况的描述,这是由EGG信号时一种对声带沿着声门方向上所有点的接触的一个累积性测量这一特点所决定的。因此EGG无法揭示声带特定组织区域的量化振动特性。Electroglottography (EGG), as a research method that can reflect the periodic change of vocal cord contact area during vocalization, is widely used in clinical examination and scientific research of vocal cords. The feature points extracted from the EGG and the differential electroglottogram (DEGG) correspond to the physiological action points with special significance in the vocal cord vibration. In addition, the high temporal resolution of EGG and the easy extraction of recordings allow it to identify phase changes in vocal fold motion. However, the EGG signal is a one-dimensional comprehensive signal, which describes the overall situation of the entire vocal cord contact area. This is due to the fact that the EGG signal is a cumulative measurement of the contact of the vocal cords at all points along the glottis. determined. EGG therefore cannot reveal quantitative vibrational properties of specific tissue regions of the vocal cords.

相比于上文所述的多种技术,医学超声成像技术的优势在于无侵入性,能够在被试者自然发声条件下对声带表层以下的组织结构进行成像。然而常规超声成像技术采用的是线性扫描方式(line-by-line scan mode),在这种扫描方式下,一幅图像被分割为了许多条扫描线,而每条扫描线上的数据是在不同的时刻获得的,这导致了图像中不同位置的点在采集上存在一定的时间差,相比于高速振动的声带而言,这个时间差是无法忽视的。这种情况下,图像会因为声带的高速振动而变得模糊,导致无法准确地测量声带的振动速度和位移。另外,因为这种常规的超声成像方式的成像帧率较低(<1000Hz),无法满足对非稳态发声情况下声带振动成像的要求。Compared with the various technologies mentioned above, the advantage of medical ultrasound imaging technology is that it is non-invasive and can image the tissue structure below the surface of the vocal cords under the condition of the subject's natural vocalization. However, conventional ultrasound imaging technology adopts a line-by-line scan mode. In this scan mode, an image is divided into many scan lines, and the data on each scan line is in different This leads to a certain time difference in the acquisition of points at different positions in the image. Compared with the high-speed vibration of the vocal cords, this time difference cannot be ignored. In this case, the image becomes blurred by the high-speed vibration of the vocal cords, making it impossible to accurately measure the vibration speed and displacement of the vocal cords. In addition, because the imaging frame rate of this conventional ultrasound imaging method is low (<1000 Hz), it cannot meet the requirements for vocal fold vibration imaging in the case of non-steady-state vocalization.

超声声门图(UGG)是另一种能够对声带动态过程进行非侵入性的观察方法。然而目前关于UGG的报道中所使用的都是单阵元超声换能器。单阵元超声换能器发射波束具有很强的方向性,无法实现对声带整体结构和位置的确定。在无图像引导的条件下,单阵元换能器对声带振动的检测很容易导致信息的丢失。而能够对整个声带长度范围内的声带振动进行成像的线阵换能器也具有一定的应用局限性,除了线扫描成像帧率过低以外,另一个主要原因是超声线扫描方式下有限的线扫描速度导致在同一帧B超图像中的不同位置的组织结构并不是同时采集的。由于UGG反映声带振动的相位信息,因而这一成像的异步性问题是不能被接受的。Ultrasound glottograph (UGG) is another method that enables non-invasive observation of vocal cord dynamics. However, all the current reports on UGG use single-array ultrasonic transducers. The emitted beam of a single-array ultrasonic transducer has strong directivity, and it is impossible to determine the overall structure and position of the vocal cords. In the absence of image guidance, the detection of vocal fold vibration by a single array element transducer can easily lead to loss of information. The linear array transducer that can image the vocal cord vibration within the entire length of the vocal cords also has certain application limitations. In addition to the low frame rate of the line scan imaging, another main reason is the limited line scan in the ultrasonic line scan mode. Due to the scanning speed, the tissue structures at different positions in the same frame of B-ultrasound images are not collected at the same time. Since UGG reflects the phase information of vocal fold vibration, the asynchronous problem of this imaging is unacceptable.

因此,如何能够在时间同步和空间同步的条件下对振动声带进行高速成像、并对振动的组织力学参数和特定位置相位变化信息进行量化提取,仍然本领域一大难题。Therefore, how to perform high-speed imaging of the vibrating vocal folds under the condition of time synchronization and space synchronization, and quantitatively extract the tissue mechanics parameters of vibration and phase change information at specific positions is still a big problem in this field.

【发明内容】【Content of invention】

本发明的目的在于提供一种基于平面波超声成像的声带振动成像与测量系统及方法,以克服上述现有技术在声带振动研究中所存在的问题和局限性;本发明利用平面波超声成像技术(plane wave ultrasonography,PWU),对声带振动进行成像和对声带振动特性进行量化。The object of the present invention is to provide a vocal cord vibration imaging and measurement system and method based on plane wave ultrasonic imaging, to overcome the problems and limitations of the above-mentioned prior art in the research of vocal cord vibration; the present invention uses plane wave ultrasonic imaging technology (plane wave ultrasonography, PWU), to image and quantify vocal fold vibration properties.

为了实现上述目的,本发明采用如下技术方案:In order to achieve the above object, the present invention adopts the following technical solutions:

一种基于平面波超声成像的声带振动成像与测量系统,包括数字超声成像系统、数据采集卡和计算机;所述数字超声成像系统包括超声线阵换能器和主机;超声线阵换能器用于在主机的控制下发出超声平面波,并接收回波,将回波回传至主机;主机用于控制超声线阵换能器发出超声平面波,并将回波输出至数据采集卡;数据采集卡用于将收到的回波信号转换为数字信号并传送给计算机;计算机用于将接收到的数字信号的回波数据进行波束合成、射频信号包络检测和动态范围压缩转换为喉部组织结构图像。A vocal cord vibration imaging and measurement system based on plane wave ultrasonic imaging, including a digital ultrasonic imaging system, a data acquisition card and a computer; the digital ultrasonic imaging system includes an ultrasonic linear array transducer and a host; the ultrasonic linear array transducer is used for Under the control of the host, the ultrasonic plane wave is sent out, and the echo is received, and the echo is sent back to the host; the host is used to control the ultrasonic linear array transducer to emit the ultrasonic plane wave, and output the echo to the data acquisition card; the data acquisition card is used for The received echo signal is converted into a digital signal and sent to the computer; the computer is used to perform beamforming, radio frequency signal envelope detection and dynamic range compression on the echo data of the received digital signal and convert it into an image of the laryngeal tissue structure.

优选的,所述超声线阵换能器沿冠状面放置在被试者颈部表面或者沿横断面放置在被试者颈部表面。Preferably, the ultrasonic linear array transducer is placed on the surface of the neck of the subject along the coronal plane or placed on the surface of the neck of the subject along the cross section.

优选的,所述数字超声成像系统的成像帧率为5000帧每秒,超声线阵换能器的中心频率为7.2MHz。Preferably, the imaging frame rate of the digital ultrasonic imaging system is 5000 frames per second, and the center frequency of the ultrasonic linear array transducer is 7.2 MHz.

优选的,所述超声线阵换能器沿冠状面放置在被试者颈部表面;所述计算机还用于采用了基于超声射频回波数据的二维运动估计算法从所述喉部组织结构图像中提取声带体层振动位移、假声带振动位移和发生起始声带位移。Preferably, the ultrasonic linear array transducer is placed on the neck surface of the subject along the coronal plane; From the image, the vibration displacement of the vocal cords, the vibration displacement of the false vocal cords and the displacement of the initial vocal cords were extracted.

优选的,所述超声线阵换能器沿横断面放置在被试者颈部表面;所述计算机还用于从所述喉部组织结构图像中提取声带振动特征点和声带振动相位参数。Preferably, the ultrasonic linear array transducer is placed on the surface of the subject's neck along the cross section; the computer is also used to extract vocal fold vibration feature points and vocal fold vibration phase parameters from the laryngeal tissue structure image.

一种基于平面波超声成像的声带振动成像方法,包括以下步骤:将超声线阵换能器沿冠状面和/或横断面放置在被试者的颈部一侧的皮肤表面,声门所在的位置;超声线阵换能器向喉部发射超声平面波,并接收回波,将回波传送至数据采集卡;数据采集卡将收到的回波信号转换为数字信号并传送给计算机;计算机将接收到的数字信号的回波数据进行波束合成、射频信号包络检测和动态范围压缩转换为喉部组织结构图像。A vocal cord vibration imaging method based on plane wave ultrasonic imaging, comprising the following steps: placing an ultrasonic linear array transducer on the skin surface of one side of the neck of the subject along the coronal plane and/or transverse plane, where the glottis is located ;The ultrasonic linear array transducer emits ultrasonic plane waves to the larynx, receives the echo, and transmits the echo to the data acquisition card; the data acquisition card converts the received echo signal into a digital signal and transmits it to the computer; the computer will receive The echo data of the digital signal is transformed into an image of the laryngeal tissue structure through beamforming, radio frequency signal envelope detection and dynamic range compression.

一种基于平面波超声成像的声带振动测量方法,包括以下步骤:计算机采集喉部组织结构图像,采用了基于超声射频回波数据的二维运动估计算法从所述喉部组织结构图像中提取声带体层振动位移、假声带振动位移和发生起始声带位移。A method for measuring vocal cord vibration based on plane wave ultrasonic imaging, comprising the following steps: a computer collects an image of the tissue structure of the larynx, and a two-dimensional motion estimation algorithm based on ultrasonic radio frequency echo data is used to extract the vocal cord body from the image of the tissue structure of the throat Layer vibration displacement, false vocal cord vibration displacement and initial vocal cord displacement.

优选的,所述喉部组织结构图像为将超声线阵换能器沿冠状面放置在被试者的颈部一侧的皮肤表面,声门所在的位置;超声线阵换能器向喉部发射超声平面波,并接收回波,将回波传送至数据采集卡;数据采集卡将收到的回波信号转换为数字信号并传送给计算机;计算机将接收到的数字信号的回波数据进行波束合成、射频信号包络检测和动态范围压缩转换后所形成的图像。Preferably, the image of the tissue structure of the larynx is that the ultrasonic linear array transducer is placed on the skin surface of the subject's neck side along the coronal plane, where the glottis is located; Transmit ultrasonic plane waves, receive echoes, and transmit the echoes to the data acquisition card; the data acquisition card converts the received echo signals into digital signals and transmits them to the computer; the computer beams the echo data of the received digital signals Image resulting from synthesis, RF signal envelope detection and dynamic range compression conversion.

一种基于平面波超声成像的声带振动测量方法,包括以下步骤:计算机采集超声线阵换能器所采集的超声声门图曲线UGG;判断出前联合和勺状软骨的位置,然后在超声图像上以一条线段连接这两个位置;这条线所在的位置即为声门中线;然后,选定一个矩形作为感兴趣区域ROI;所绘的声门中线位置的线段作为这个矩形的对称轴;随后,这个矩形感兴趣区域ROI被沿着声带长度方向平均地分成几个等分;在每一个分段的感兴趣区域ROI内提取所有像素的像素灰度值,每个分段的感兴趣区域ROI内随时间变化的超声声门图曲线通过式(3)进行计算:A method for measuring vocal cord vibration based on plane wave ultrasonic imaging, comprising the following steps: collecting the ultrasonic glottic graph curve UGG collected by an ultrasonic linear array transducer by a computer; A line segment connects these two positions; the position of this line is the midline of the glottis; then, a rectangle is selected as the region of interest ROI; the line segment of the position of the midline of the glottis is drawn as the symmetry axis of the rectangle; then, This rectangular region of interest ROI is divided into several equal parts along the length direction of the vocal folds; the pixel gray value of all pixels is extracted in each segmented region of interest ROI, and the pixel gray value of each segmented region of interest ROI is The time-varying ultrasound glottogram curve is calculated by formula (3):

UGGUGG (( tt )) == normthe norm (( -- 11 NN &Sigma;&Sigma; ii ,, jj PP ii ,, jj (( tt )) )) -- -- -- (( 33 ))

其中,UGG(t)就是随时间变化的超声声门图曲线,Pi,j(t)是某个ROI内的像素点(i,j)在t时刻的灰度值;N代表该ROI内的所有像素点的个数;‘norm’代表归一化运算;将整个矩形的ROI等分为M个ROI;分别对每一个分段的ROI内提取了相应的超声声门图曲线;Among them, UGG(t) is the ultrasonic glottal graph curve changing with time, P i,j (t) is the gray value of the pixel point (i,j) in a ROI at time t; N represents the gray value of the pixel in the ROI The number of all pixels in the image; 'norm' represents the normalization operation; the entire rectangular ROI is equally divided into M ROIs; the corresponding ultrasonic glottal graph curve is extracted for each segmented ROI;

从每一个分段的ROI内提取的相应超声声门图曲线中找出该曲线中大幅度和小幅度规律性交替的曲线;然后将找到的曲线加和,得到声带振动的全局UGG曲线;对UGG曲线做微分运得到DUGG曲线,随后通过式(5)计算D2UGG曲线;From the corresponding ultrasonic glottogram curve extracted in each segmented ROI, find out the curve that the large amplitude and small amplitude regularly alternate in the curve; then add the found curves to obtain the global UGG curve of vocal fold vibration; The UGG curve is differentiated to obtain the DUGG curve, and then the D2UGG curve is calculated by formula (5);

D2UGG=DUGG(n)|DUGG(n)| (5)D2UGG=DUGG(n)|DUGG(n)| (5)

通过峰值检测算法,从全局UGG曲线中声门闭合相中的回波强度最弱点和声门开放相中的回波强度最弱点;声门开放最大时刻点是全局UGG曲线中声门开放相中的回波强度最弱点之后的第二个过零点;声门闭合时刻点是D2UGG曲线中声门闭合相中的回波强度最弱点所对应时刻之前的第一个正峰;声门开放时刻点是D2UGG曲线的负峰值点;Through the peak detection algorithm, from the global UGG curve, the weakest point of the echo intensity in the glottis closing phase and the weakest echo intensity point in the glottis opening phase; the maximum moment of glottis opening is in the glottis opening phase of the global UGG curve The second zero-crossing point after the weakest point of the echo intensity; the time point of glottis closure is the first positive peak before the time corresponding to the weakest point of the echo intensity in the glottis closure phase in the D2UGG curve; the time point of glottis opening is the negative peak point of the D2UGG curve;

声门闭合商CQ通过式(7)计算:The glottic closure quotient CQ is calculated by formula (7):

CQCQ == LocLoc (( Ff )) -- LocLoc (( GG )) TT eggeggs -- -- -- (( 77 ))

其中,其中Loc(F)表示D2UGG曲线中负峰点的时间位置,Loc(G)表示D2UGG曲线中正峰点的时间位置,Tegg表示一个振动周期长度。Among them, Loc(F) represents the time position of the negative peak point in the D2UGG curve, Loc(G) represents the time position of the positive peak point in the D2UGG curve, and Tegg represents the length of a vibration cycle.

优选的,所述超声声门图曲线UGG为将超声线阵换能器沿横断面放置在被试者的颈部一侧的皮肤表面,声门所在的位置;超声线阵换能器发射超声平面波,并接收回波,将回波传送至数据采集卡;数据采集卡将收到的回波信号转换为数字信号并传送给计算机所获得的随时间变化的回波强度曲线。Preferably, the ultrasonic glottis graph UGG is the position where the ultrasonic linear array transducer is placed on the skin surface of the subject's neck side along the cross section, where the glottis is located; the ultrasonic linear array transducer emits ultrasound Plane wave, receive the echo, and transmit the echo to the data acquisition card; the data acquisition card converts the received echo signal into a digital signal and transmits it to the computer to obtain the time-varying echo intensity curve.

相对于现有技术,本发明具有以下有益效果:Compared with the prior art, the present invention has the following beneficial effects:

1.基于电声门图同步的平面波超声成像技术的声带组织振动成像方法1. Vocal fold tissue vibration imaging method based on plane wave ultrasound imaging technology synchronized with electroglottogram

建立一个无侵入性的成像和检测系统,其中PWU能够实现对声带振动的空间同步成像,同时达到非常高的时间分辨率,满足声带振动定量化成像的要求。To establish a non-invasive imaging and detection system, in which the PWU can achieve spatially synchronized imaging of vocal cord vibrations, while achieving very high temporal resolution, meeting the requirements for quantitative imaging of vocal cord vibrations.

首先,为了克服常规超声成像中存在的运动模糊问题,本发明摈弃了常规超声成像技术所采用的线性扫描方式,而采用了平面波发射方法。通过发射一次平面超声波,覆盖喉部的大面积区域,从而获取整个成像平面内的喉部组织结构图像。在垂直于声束的方向上,每一部分的图像都是同时采集得到的,所以,极大的避免了常规超声成像技术中出现的扫描线之间的采样时间差。进而极大的降低了声带组织振动成像的运动模糊问题。这种方法的成像帧率可达到7000帧每秒,远远大于声带振动频率,可用于对非稳态发声情况下声带的非周期不规则振动进行研究。Firstly, in order to overcome the motion blur problem existing in conventional ultrasonic imaging, the present invention abandons the linear scanning method adopted in conventional ultrasonic imaging technology, and adopts a plane wave emission method. By emitting a planar ultrasonic wave to cover a large area of the larynx, images of the tissue structure of the larynx in the entire imaging plane can be obtained. In the direction perpendicular to the sound beam, the images of each part are acquired simultaneously, so the sampling time difference between scanning lines that occurs in conventional ultrasonic imaging techniques is largely avoided. In turn, the motion blur problem of vocal cord tissue vibration imaging is greatly reduced. The imaging frame rate of this method can reach 7000 frames per second, which is much higher than the vibration frequency of the vocal cords, and can be used to study the non-periodic irregular vibration of the vocal cords in the case of unsteady vocalization.

在成像过程中,超声线阵换能器放置在被试者颈部的一侧,声带所在的位置。根据超声图像,可辨别声带和假声带等喉部组织结构。操作人员通过调整换能器的位置和角度,获取声带冠状面和水平面的组织结构图像。在被试者发出元音的情况下,使用PWU成像技术,采集到声带高速振动的原始回波数据。经过波束合成、射频信号包络检测和动态范围压缩,使回波数据被转换为了喉部组织结构图像。During imaging, an ultrasound linear array transducer is placed on the side of the subject's neck, where the vocal cords are. According to the ultrasound image, the laryngeal tissue structures such as vocal cords and false vocal cords can be identified. By adjusting the position and angle of the transducer, the operator obtains images of the tissue structure of the coronal and horizontal planes of the vocal cords. When the subjects utter vowels, the PWU imaging technology is used to collect the original echo data of the high-speed vibration of the vocal cords. After beamforming, radio frequency signal envelope detection and dynamic range compression, the echo data is converted into an image of the laryngeal tissue structure.

2.基于平面波射频数据二维运动估计算法的声带及声门上下组织振动测量和成像方法:2. Vibration measurement and imaging method of vocal cords and upper and lower glottis tissues based on plane wave radio frequency data two-dimensional motion estimation algorithm:

利用基于射频数据的二维运动估计算法处理原始回波数据,获得声带组织在冠状面的振动速度向量和位移。声带组织的振动导致相邻帧的数据存在着延时。通过估计延时,可以反求出组织在采样间隔时间内的位移向量。位移除以采样间隔时间,就获得了声带组织的振动速度。相比于其他基于波束合成后的射频数据的运动估计算法,该算法的侧向位移分辨力更高,因而可以探测幅度更小的组织振动。在获取了组织振动的速度和位移的基础上,进一步可以获取声带组织振动的频率和幅度。The original echo data is processed by a two-dimensional motion estimation algorithm based on radio frequency data, and the vibration velocity vector and displacement of the vocal cord tissue in the coronal plane are obtained. The vibration of the vocal cord tissue causes a delay in the data of adjacent frames. By estimating the time delay, the displacement vector of the tissue during the sampling interval can be inversely obtained. The vibration velocity of the vocal cord tissue is obtained by removing bits and sampling interval time. Compared with other motion estimation algorithms based on beamformed RF data, the algorithm has higher resolution of lateral displacement, which can detect smaller amplitude tissue vibrations. On the basis of obtaining the velocity and displacement of tissue vibration, the frequency and amplitude of vocal cord tissue vibration can be further obtained.

该方法不仅可以对稳态发声条件下声带的准周期振动进行成像和测量,还可以对非稳态发声条件下的声带非周期不规则振动进行成像和测量。同时,该方法的成像视野宽,因而还能测量声门上下、声带周围组织的振动,例如假声带的振动。This method can not only image and measure the quasi-periodic vibration of the vocal cords under steady-state vocalization conditions, but also image and measure the non-periodic irregular vibrations of the vocal cords under unsteady-state vocalization conditions. At the same time, the imaging field of view of this method is wide, so it can also measure the vibration of the upper and lower glottis and the tissues around the vocal cords, such as the vibration of false vocal cords.

3基于平面波超声成像技术的可分段超声声门图方法3 Segmentable Ultrasonic Glottograph Method Based on Plane Wave Ultrasound Imaging Technology

提出一种基于PWU的UGG曲线提取方法。首先在声带横断面的超声图像上确定声带前联合和勺状软骨的位置,然后通过连接这两个位置确定声门中线。以声门中线为对称轴选定感兴趣区域(ROI),并按照需求将该区域分割为数个小ROI。随后计算每个ROI内随时间变化的超声回波信号强度,获得沿着声带长度方向的整个声带的全局UGG曲线以及声带特定部位的分段UGG曲线。A UGG curve extraction method based on PWU is proposed. The location of the anterior commissure and the spoon cartilage was first determined on the ultrasound image of the transverse section of the vocal cords, and then the midline of the glottis was determined by connecting these two locations. Select a region of interest (ROI) with the glottic midline as the axis of symmetry, and divide the region into several small ROIs as required. Then calculate the ultrasonic echo signal intensity changing with time in each ROI, and obtain the global UGG curve of the entire vocal cord along the vocal cord length direction and the segmental UGG curve of specific parts of the vocal cord.

4.可分段超声声门图特征点和特征参数提取4. Segmentable ultrasonic glottis feature points and feature parameter extraction

通过峰值检测算法和过零检测算法从UGG曲线上能够提取到声带振动的特征点:声门开放最大时刻、声门闭合时刻和声门开放时刻。声门闭合商是声带振动的一个重要的时相参数,它表示声带闭合时间与整个声带振动周期的比值。以往通过提取DEGG曲线的正峰和负峰来确定声带闭合时间的方法,其可靠性会受到DEGG曲线负峰不明显的影响,从而造成测量得到的闭合商精度下降。本发明提出的超声声门图方法中UGG曲线的负峰非常显著而突出,提取时可靠性很高。因此在本发明中提出结合电声门图方法和超声声门图方法来提取声门闭合商,通过提取DEGG曲线的正峰和DUGG曲线的负峰来计算闭合商,从而提高对声门闭合商这一声带振动的重要的时相参数提取的精确度。The characteristic points of the vocal cord vibration can be extracted from the UGG curve through the peak detection algorithm and the zero-crossing detection algorithm: the maximum opening moment of the glottis, the closing moment of the glottis and the opening moment of the glottis. The glottic closure quotient is an important phase parameter of vocal fold vibration, which represents the ratio of vocal fold closure time to the entire vocal fold vibration period. In the past, the reliability of the method of determining the vocal cord closure time by extracting the positive and negative peaks of the DEGG curve would be affected by the inconspicuous negative peak of the DEGG curve, resulting in a decrease in the accuracy of the measured closure quotient. The negative peak of the UGG curve in the ultrasonic glottograph method proposed by the present invention is very obvious and prominent, and the reliability of extraction is very high. Therefore, in the present invention, it is proposed to combine the electroglottic graph method and the ultrasonic glottic graph method to extract the glottis closure quotient, and calculate the closure quotient by extracting the positive peak of the DEGG curve and the negative peak of the DUGG curve, thereby improving the glottis closure quotient The accuracy of extraction of this important phase parameter of vocal fold vibration.

本发明成像和检测方法的无侵入性,最小程度干扰发声,保证被试者能够以自然语音和动态语音进行发声。The non-invasiveness of the imaging and detection method of the present invention minimizes interference with vocalization and ensures that the subject can vocalize with natural speech and dynamic speech.

平面波成像技术能够消除声带振动成像的空间异步性,同时电声门图定点同步消除了超声对声带振动的采集在时间上的随机性。因而本发明可以实现声带振动检测的时空同步性。Plane wave imaging technology can eliminate the spatial asynchrony of vocal fold vibration imaging, and the fixed-point synchronization of electroglottogram eliminates the temporal randomness of ultrasonic acquisition of vocal fold vibration. Therefore, the present invention can realize the time-space synchronization of vocal cord vibration detection.

本发明能够对声带及其周围组织的运动信息、特征点信息、特征参数信息进行综合量化的提取。The invention can comprehensively quantify and extract the motion information, feature point information and feature parameter information of the vocal cords and their surrounding tissues.

【附图说明】【Description of drawings】

图1为基于平面波超声成像的声带振动成像与测量方法的流程图;Fig. 1 is the flowchart of the vocal fold vibration imaging and measurement method based on plane wave ultrasonic imaging;

图2为超声换能器沿冠状面放置位置示意图;Fig. 2 is a schematic diagram of the placement position of the ultrasonic transducer along the coronal plane;

图3(a)为基于超声射频回波数据的二维运动估计算法示意图;Figure 3(a) is a schematic diagram of a two-dimensional motion estimation algorithm based on ultrasonic radio frequency echo data;

图3(b)为回波数据被转换为了喉部组织结构图像示意图;Fig. 3(b) is a schematic diagram of echo data being converted into an image of laryngeal tissue structure;

图3(c)为声带组织的振动位移曲线图;Fig. 3 (c) is the vibration displacement curve diagram of vocal cord tissue;

图4(a)为基于平面波超声成像的声带振动成像与测量系统示意图;Figure 4(a) is a schematic diagram of a vocal cord vibration imaging and measurement system based on plane wave ultrasonic imaging;

图4(b)为超声换能器与声带及周围组织结构的相对位置关系示意图;Figure 4(b) is a schematic diagram of the relative positional relationship between the ultrasonic transducer, the vocal cords and surrounding tissue structures;

图4(c)为换能器与电极的位置关系示意图;Figure 4(c) is a schematic diagram of the positional relationship between the transducer and the electrodes;

图5(a)为感兴趣区域(前联合和勺状软骨位置)识别示意图;Figure 5(a) is a schematic diagram of the identification of the region of interest (the position of the anterior commissure and the spoon-shaped cartilage);

图5(b)为感兴趣区域(前联合和勺状软骨位置)划分示意图;Figure 5(b) is a schematic diagram of the division of the region of interest (the location of the anterior commissure and spoon cartilage);

图6为分段的超声声门图曲线与同步电声门图曲线;Fig. 6 is the segmented ultrasound glottogram curve and synchronous electroglottogram curve;

图7为全局超声声门图曲线及同步的电声门图曲线。Fig. 7 is the global ultrasound glottogram curve and the synchronous electroglottogram curve.

【具体实施方式】【detailed description】

下面结合附图和具体实施例对本发明作进一步详细说明。The present invention will be described in further detail below in conjunction with the accompanying drawings and specific embodiments.

请参阅图1至图7所示,本发明一种基于平面波超声成像的声带振动成像与测量系统,包括数字超声成像系统、数据采集卡和计算机;所述数字超声成像系统包括超声线阵换能器和主机。Please refer to Fig. 1 to Fig. 7, a kind of vocal fold vibration imaging and measurement system based on plane wave ultrasonic imaging of the present invention includes a digital ultrasonic imaging system, a data acquisition card and a computer; the digital ultrasonic imaging system includes an ultrasonic linear array transducer device and host.

所述超声线阵换能器用于在主机的控制下发出超声平面波,并接收回波,将回波回传至主机;主机将回波输出至数据采集卡,数据采集卡用于将收到的回波信号转换为数字信号并传送给计算机;计算机用于将接收到的回波数据进行波束合成、射频信号包络检测和动态范围压缩将数字信号的回波数据转换为喉部组织结构图像。The ultrasonic linear array transducer is used to send out ultrasonic plane waves under the control of the host, and receive the echo, and return the echo to the host; the host outputs the echo to the data acquisition card, and the data acquisition card is used to receive the received The echo signal is converted into a digital signal and sent to the computer; the computer is used to perform beamforming, radio frequency signal envelope detection and dynamic range compression on the received echo data to convert the echo data of the digital signal into an image of the laryngeal tissue structure.

1.技术方案整体流程1. The overall process of the technical solution

请参阅图1所示,为本发明方法的整体技术方案示意图。基于平面波超声成像的声带振动成像与测量系统可以工作在两种模式下。当超声线阵换能器沿冠状面放置在人体颈部表面时,通过位移估计算法能够获得声带振动位移图像。进而可以对声带体层振动位移、假声带振动位移、发声起始声带位移等参数进行量化提取。当超声线阵换能器沿着横断面放置在人体颈部表面时,通过计算声门处信号回波强度能够获得整个声带区域和特定声带组织区域的UGG曲线,进而可以对声带振动特征点和声带振动相位参数进行量化提取和测量。Please refer to FIG. 1 , which is a schematic diagram of the overall technical solution of the method of the present invention. The vocal cord vibration imaging and measurement system based on plane wave ultrasonic imaging can work in two modes. When the ultrasonic linear array transducer is placed on the surface of the human neck along the coronal plane, the vibration displacement image of the vocal cords can be obtained through the displacement estimation algorithm. Furthermore, parameters such as the vibration displacement of the vocal cord body layer, the vibration displacement of the false vocal cord, and the displacement of the initial vocal cord can be quantified and extracted. When the ultrasonic linear array transducer is placed on the surface of the human neck along the cross section, the UGG curve of the entire vocal cord area and specific vocal cord tissue area can be obtained by calculating the signal echo intensity at the glottis, and then the vocal cord vibration feature points and Vocal fold vibration phase parameters are quantitatively extracted and measured.

2、声带的冠状面成像2. Coronal imaging of the vocal cords

图2所示为声带冠状面成像时,超声线阵换能器的放置位置与喉部组织结构冠状面的解剖示意图。其中长箭头标示出了假声带的位置,短箭头标示出了声带的位置。在图2的左侧,标示出了x-z坐标系,x轴表示垂直方向,z轴表示水平方向。超声线阵换能器放置在被试者的颈部一侧的皮肤表面,喉部所在的位置。声带是人体中尺寸较小的器官,并且位于甲状软骨的下面。所以实际操作中,为了使超声信号能穿透甲状软骨,同时还保证图像具备足够的分辨力,使用了一个中心频率为7.2MHz的超声线阵换能器。声带的振动基频从几十赫兹到数百赫兹,所以为了满足奈奎斯特采样定理,一般将成像帧率设定为5000帧每秒。另外,因为成像帧率过高会导致超声线阵换能器过热而损坏,所以不建议使用更高的成像帧率。Figure 2 shows the anatomical diagram of the location of the ultrasonic linear array transducer and the coronal structure of the laryngeal tissue during coronal imaging of the vocal cords. The long arrows indicate the position of the false vocal cords, and the short arrows indicate the position of the vocal cords. On the left side of FIG. 2 , an x-z coordinate system is marked, the x-axis represents the vertical direction, and the z-axis represents the horizontal direction. The ultrasonic linear array transducer is placed on the skin surface of the subject's neck side, where the larynx is located. The vocal cords are the smallest organs in the body and lie beneath the thyroid cartilage. Therefore, in actual operation, in order to allow the ultrasonic signal to penetrate the thyroid cartilage while ensuring sufficient resolution of the image, an ultrasonic linear array transducer with a center frequency of 7.2 MHz is used. The fundamental vibration frequency of the vocal cords ranges from tens of hertz to hundreds of hertz, so in order to satisfy the Nyquist sampling theorem, the imaging frame rate is generally set to 5000 frames per second. In addition, it is not recommended to use a higher imaging frame rate because the high imaging frame rate will cause the ultrasonic linear array transducer to overheat and be damaged.

超声线阵换能器在超声波发射端的激励下,向喉部发射宽度为38毫米、脉冲周期为125纳秒的单脉冲超声平面波。超声平面波在遇到组织后会发生散射,产生与发射波方向相反的回波。这些回波会被超声线阵换能器接收到,利用多通道的射频数据采集设备将回波信号转换为数字信号并存储在计算机硬盘中。经过波束合成、射频信号包络检测和动态范围压缩将存储在计算机硬盘中的回波数据被转换为了喉部组织结构图像,如图3(b)所示。图3(b)中,长箭头标示出了假声带的位置,短箭头标示出了声带的位置。因为超声波无法穿透两侧声带之间的空气,所以在图3(b)中我们只能观测到一侧的声带。Under the excitation of the ultrasonic transmitting end, the ultrasonic linear array transducer emits a single pulse ultrasonic plane wave with a width of 38 mm and a pulse period of 125 nanoseconds to the throat. Ultrasonic plane waves scatter when they encounter tissue, producing echoes in the opposite direction of the transmitted wave. These echoes will be received by the ultrasonic linear array transducer, and the echo signals will be converted into digital signals by multi-channel radio frequency data acquisition equipment and stored in the computer hard disk. After beamforming, radio frequency signal envelope detection and dynamic range compression, the echo data stored in the computer hard disk is converted into an image of the laryngeal tissue structure, as shown in Figure 3(b). In Figure 3(b), the long arrows indicate the position of the false vocal cords, and the short arrows indicate the positions of the vocal cords. Because ultrasound cannot penetrate the air between the vocal cords on both sides, we can only observe the vocal cords on one side in Figure 3(b).

3.组织振动测量3. Tissue Vibration Measurement

本发明可以在对声带振动进行成像的同时,测量声带组织的振动速度及位移。这里我们采用了一种基于超声射频回波数据的二维运动估计算法。The invention can measure the vibration speed and displacement of the vocal cord tissue while imaging the vocal cord vibration. Here we employ a 2D motion estimation algorithm based on ultrasound RF echo data.

图3(a)为算法的示意图。算法的目标是测量出图中位于(x0,z0)处的组织的运动位移和速度。这里假设,在下一个采样时刻,该位置的组织移动到了(x0+dx,z0+dz)处。在这一段采样时间内,组织的位移是(dx,dz)。Figure 3(a) is a schematic diagram of the algorithm. The goal of the algorithm is to measure the movement displacement and velocity of the tissue located at (x 0 , z 0 ) in the figure. It is assumed here that at the next sampling time, the tissue at this location moves to (x 0 +dx, z 0 +dz). During this sampling time, the displacement of the tissue is (dx,dz).

算法的第一个步骤:利用波束合成算法得到换能器上两个子孔径所接收到的(x0,z0)处的组织的回波信号,分别命名为RF1和RF2。这两个子孔径与声场轴向的夹角分别为α1和α2。组织的运动导致了回波信号RF1和RF2发生了延时,分别命名为延时与位移的关系可以写作:The first step of the algorithm: use the beamforming algorithm to obtain the tissue echo signals at (x 0 , z 0 ) received by the two sub-apertures on the transducer, which are named RF 1 and RF 2 respectively. The included angles between the two sub-apertures and the axis of the sound field are α 1 and α 2 . The movement of the tissue causes a delay in the echo signals RF 1 and RF 2 , named as and The relationship between delay and displacement can be written as:

tt &alpha;&alpha; 00 == dzdz ++ dzdz &CenterDot;&CenterDot; coscos &alpha;&alpha; 00 ++ dxdx &CenterDot;&CenterDot; sinsin &alpha;&alpha; 00 cc ,, tt &alpha;&alpha; 11 == dzdz ++ dzdz &CenterDot;&Center Dot; coscos &alpha;&alpha; 11 ++ dxdx &CenterDot;&Center Dot; sinsin &alpha;&alpha; 11 cc .. -- -- -- (( 11 ))

其中c表示组织中的声传播速度。利用一维互相关算法,可以求出进而可反求出组织的位移:where c represents the sound propagation velocity in the tissue. Using the one-dimensional cross-correlation algorithm, we can find and Then the displacement of the tissue can be calculated inversely:

dzdz == cc &CenterDot;&Center Dot; tt &alpha;&alpha; 00 &CenterDot;&Center Dot; sinsin &alpha;&alpha; 11 ++ cc &CenterDot;&Center Dot; tt &alpha;&alpha; 11 &CenterDot;&Center Dot; sinsin &alpha;&alpha; 00 (( 11 ++ coscos &alpha;&alpha; 00 )) &CenterDot;&Center Dot; sinsin &alpha;&alpha; 11 -- (( 11 ++ coscos &alpha;&alpha; 11 )) &CenterDot;&Center Dot; sinsin &alpha;&alpha; 00 ,, dxdx == cc &CenterDot;&Center Dot; tt &alpha;&alpha; 11 &CenterDot;&Center Dot; (( 11 ++ coscos &alpha;&alpha; 00 )) -- cc &CenterDot;&Center Dot; tt &alpha;&alpha; 00 &CenterDot;&Center Dot; (( 11 ++ coscos &alpha;&alpha; 11 )) (( 11 ++ coscos &alpha;&alpha; 00 )) &CenterDot;&CenterDot; sinsin &alpha;&alpha; 11 -- (( 11 ++ coscos &alpha;&alpha; 11 )) &CenterDot;&Center Dot; sinsin &alpha;&alpha; 00 .. -- -- -- (( 22 ))

已知成像帧率,可以得到采样间隔。利用该算法,可以求出采样间隔时间内,视野中每一个格点处的组织的位移。位移除以采样间隔,就得到了采样间隔时间内组织的平均运动速度。因为成像帧率为5000帧每秒,采样间隔只有200微妙,这个值远小于声带组织的振动周期。因此,采样间隔内组织的平均速度趋近于组织的瞬时速度。对速度做积分,可以求出声带组织的振动位移曲线,如图3(c)所示。通过检测曲线的峰值和谷值,可以计算声带的振动周期和基频,以及声带组织的振动幅度。Given the imaging frame rate, the sampling interval can be obtained. Using this algorithm, the displacement of tissue at each grid point in the field of view can be calculated within the sampling interval. The average moving speed of the tissue within the sampling interval is obtained by removing bits by the sampling interval. Because the imaging frame rate is 5000 frames per second, the sampling interval is only 200 microseconds, which is much smaller than the vibration period of vocal cord tissue. Therefore, the average velocity of the tissue during the sampling interval approaches the instantaneous velocity of the tissue. By integrating the velocity, the vibration displacement curve of the vocal cord tissue can be obtained, as shown in Figure 3(c). By detecting the peaks and valleys of the curve, the vibration period and fundamental frequency of the vocal cords, as well as the vibration amplitude of the vocal cord tissues can be calculated.

4.声带沿横断面成像4. Vocal cord imaging along the cross section

首先令数字超声成像系统工作在B模式下以利于清晰成像。耦合后将超声线阵换能器沿着横断面放置在受试者颈部一侧的皮肤表面,位于受试者声门的高度。然后对超声线阵换能器的角度和位置进行微小而细致的调整,直到在数字超声成像系统的显示屏上能够同时观察到前联合和勺状软骨的图像。图4(b)所示为超声换能器与声带及周围组织结构的相对位置关系示意图。其中最外层S为皮肤,T为甲状软骨,V为声带。两侧声带融合呈声带腱附着于甲状软骨,称为前联合(AC)。两侧声带之间的空隙称为声门裂,简称声门(G)。后部A所示为勺状软骨。当我们在超声系统的显示屏上同时观察到前联合和勺状软骨,就意味着沿声带长度方向的整个声带都进入了成像范围内。Firstly, let the digital ultrasound imaging system work in B mode to facilitate clear imaging. After coupling, the ultrasonic linear array transducer was placed on the skin surface of the subject's neck side along the cross section, at the height of the subject's glottis. Then the angle and position of the ultrasound linear array transducers were adjusted minutely and carefully until the images of the anterior commissure and the spoon cartilage could be observed simultaneously on the display screen of the digital ultrasound imaging system. Figure 4(b) is a schematic diagram showing the relative positional relationship between the ultrasonic transducer, the vocal cords and surrounding tissue structures. The outermost layer S is the skin, T is the thyroid cartilage, and V is the vocal cords. The fusion of the vocal cords on both sides presents the attachment of the tendons of the vocal cords to the thyroid cartilage, called the anterior commissure (AC). The space between the vocal cords on both sides is called the glottic fissure, or glottis (G) for short. Posterior A shows the spoon cartilage. When we observe both the anterior commissure and the spoon-shaped cartilage on the screen of the ultrasound system, it means that the entire vocal cord along the length of the vocal cord has entered the imaging range.

当找到前联合和勺状软骨的位置后,将数字超声成像系统的成像模式调整为平面波成像,具体的成像参数与上文“声带的冠状面成像”部分相同,即向喉部发射宽度为38毫米、脉冲周期为125纳秒的单脉冲超声平面波。一个EGG电极放置于换能器之上的颈部表面,另一个EGG电极在对侧颈部放置于一个斜向下的位置。两个EGG电极分别在声门高度上下1cm处,如图4(b)和4(c)所示。注意EGG电极的放置位置要避开超声波束传播的路径,以免对超声回波信号造成影响。受试者发声同时实验者按下数字超声成像系统的记录按钮对超声RF数据进行记录。同时数字超声成像系统发出的外触发信号会令电声门图仪同步地记录电声门图信号。整个采集过程持续约250ms。这一记录时长通常会包含几十个声带振动周期。所有的RF数据和电声门图数据都被存储在计算机中等待后续的离线处理。After finding the position of the anterior commissure and the spoon-shaped cartilage, adjust the imaging mode of the digital ultrasound imaging system to plane wave imaging. The specific imaging parameters are the same as the above "Coronal imaging of the vocal cords", that is, the emission width to the larynx is 38 Single-pulse ultrasonic plane wave in millimeters with a pulse period of 125 nanoseconds. One EGG electrode was placed on the cervical surface above the transducer, and the other EGG electrode was placed in an obliquely downward position on the contralateral neck. The two EGG electrodes were placed 1 cm above and below the height of the glottis, as shown in Figure 4(b) and 4(c). Note that the placement of the EGG electrode should avoid the path of the ultrasonic beam propagation, so as not to affect the ultrasonic echo signal. The subject made a sound while the experimenter pressed the record button of the digital ultrasound imaging system to record the ultrasound RF data. At the same time, the external trigger signal sent by the digital ultrasound imaging system will make the electroglottograph record the electroglottograph signal synchronously. The entire acquisition process lasts about 250ms. This recording time typically consists of several tens of cycles of vocal cord vibration. All RF data and electroglottogram data were stored in a computer for subsequent off-line processing.

5.超声声门图曲线提取方法5. Ultrasonic glottis curve extraction method

图5显示的是沿着声带前后方向的一帧平面波超声图像。当两侧声带被来自肺部的气流分开而出现声门时,就会在声带边缘形成气体-组织界面。声带周期性振动,声门也周期性的出现和消失。由于气体-组织界面会对超声波信号产生强烈的反射,因而在超声系统的显示屏上就能够观察到周期性出现和消失的强反射回波信号,在得到的超声图像序列中就显示为一条明亮的线段周期性的出现和消失。在这条线段的两端是两个较为明亮的区域。这两个亮区在所有的超声图像序列中都存在,并且所处的位置相对固定。这两个亮区是前联合和勺状软骨所在的位置,如图5(a)中箭头所指。它们中间的亮线就是声带的气体-组织界面的回波信号。超声PWU技术能够克服传统线扫描在空间上成像的不同步性,因此可以通过测量声门区域的超声回波信号幅度,而同时地获得沿着整个声带长度方向的声带振动信号。测量得到的随时间变化的回波强度曲线就是超声声门图曲线UGG。Figure 5 shows a frame of plane wave ultrasound images along the front-back direction of the vocal cords. When the vocal cords are separated by the airflow from the lungs to create the glottis, an air-tissue interface forms at the edge of the vocal cords. The vocal cords vibrate periodically, and the glottis also appears and disappears periodically. Since the gas-tissue interface will strongly reflect the ultrasonic signal, the strong reflected echo signal that periodically appears and disappears can be observed on the display screen of the ultrasonic system, and it is displayed as a bright line in the obtained ultrasonic image sequence. The line segments appear and disappear periodically. At either end of this line segment are two brighter regions. These two bright areas exist in all ultrasound image sequences, and their positions are relatively fixed. These two bright areas are where the anterior commissure and spoon cartilage are located, as indicated by the arrows in Figure 5(a). The bright line between them is the echo signal of the gas-tissue interface of the vocal cords. Ultrasonic PWU technology can overcome the asynchrony of traditional line scan imaging in space, so the vocal fold vibration signal along the entire length of the vocal cord can be obtained simultaneously by measuring the amplitude of the ultrasonic echo signal in the glottis region. The measured time-varying echo intensity curve is the UGG curve.

首先,通过主观判断出前联合和勺状软骨的位置,然后手动地在超声图像上以一条线段连接这两个位置。这条线所在的位置就被认为是声门中线。由于声门形状的可变性以及超声的混响效应,气体-组织界面的强回波超声信号在超声图片中显示为一条具有一定宽度的线段。因此,选定一个矩形作为感兴趣区域(ROI),此矩形ROI的宽度为1-5mm。所绘的声门中线位置的线段作为这个矩形的对称轴。随后,这个矩形感兴趣区域ROI被沿着声带长度方向平均地分成几个等分,如图5(b)所示。在每一个分段的感兴趣区域ROI内提取所有像素的像素灰度值,那么每个分段的感兴趣区域ROI内随时间变化的超声声门图曲线通过式(3)进行计算:First, the positions of the anterior commissure and the spoon cartilage were judged subjectively, and then manually connected by a line segment on the ultrasound image. The location of this line is considered to be the midglottic line. Due to the variability of the shape of the glottis and the reverberation effect of ultrasound, the hyperechoic ultrasound signal at the gas-tissue interface appears as a line segment with a certain width in the ultrasound picture. Therefore, a rectangle is selected as a region of interest (ROI), and the width of this rectangle ROI is 1-5 mm. The line segment drawn at the position of the midline of the glottis serves as the axis of symmetry of this rectangle. Subsequently, this rectangular ROI is divided into several equal parts along the length direction of the vocal cords, as shown in Fig. 5(b). Extract the pixel gray values of all pixels in the region of interest ROI of each segment, then the ultrasonic glottogram curve changing with time in the region of interest ROI of each segment is calculated by formula (3):

UGGUGG (( tt )) == normthe norm (( -- 11 NN &Sigma;&Sigma; ii ,, jj PP ii ,, jj (( tt )) )) -- -- -- (( 33 ))

这里UGG(t)就是随时间变化的超声声门图曲线,Pi,j(t)是某个ROI内的像素点(i,j)在t时刻的灰度值。N代表该ROI内的所有像素点的个数。‘norm’代表归一化运算。将整个矩形的ROI等分为M个ROI。分别对每一个分段的ROI内提取了相应的超声声门图曲线。Here UGG(t) is the time-varying ultrasound glottal graph curve, and P i,j (t) is the gray value of a pixel point (i,j) in a certain ROI at time t. N represents the number of all pixels in the ROI. 'norm' stands for normalization operation. The entire rectangular ROI is equally divided into M ROIs. Corresponding echoglottogram curves were extracted for each segmented ROI.

图6所示即为从前联合到勺状软骨之间的声带的十个分段ROI内的分段UGG曲线。曲线中幅度大的部分代表弱的超声回波信号强度,而幅度小的部分则代表着强回波信号。Figure 6 shows the segmental UGG curves in ten segmental ROIs from the anterior commissure to the vocal cord between the spoon-shaped cartilages. The part with large amplitude in the curve represents weak ultrasonic echo signal intensity, while the part with small amplitude represents strong echo signal.

由于在确定前联合位置和勺状软骨位置的时候是主观判断的,并且这两个解剖结构本身具有一定的体积的,因此并不是所有提取到的分段ROI内的超声声门图曲线都是反映声带运动的结果。当声带两侧接触时,超声波束能够透射声带接触的组织;而声带两侧分开时,大部分的超声信号会被组织-气体界面反射回来。因此描述声带部位振动的超声声门图曲线应该是大幅度和小幅度以一定的规律和次序交替出现。观察图6中分段的超声声门图曲线发现Seg3、Seg4、Seg5、Seg6、Seg7这五条曲线是符合声带振动对超声回波影响的特性的。将符合特性的曲线进行加和,就可以得到声带振动的全局UGG曲线,如图7中的UGG(全局)曲线所示。图7中还给出了同步的EGG曲线。通过一个微分运算对EGG信号进行微分,得到DEGG曲线,然后再通过式(4)计算D2EGG曲线。相似的,通过对UGG曲线做微分运算可以得到DUGG曲线,随后通过式(5)计算D2UGG曲线。Since the position of the anterior commissure and the position of the spoon-shaped cartilage are determined subjectively, and the two anatomical structures themselves have a certain volume, not all the ultrasonic glottic graph curves in the extracted segmental ROIs are Reflect the results of vocal cord movement. When the two sides of the vocal cords are in contact, the ultrasonic beam can transmit the tissue in contact with the vocal cords; while when the two sides of the vocal cords are separated, most of the ultrasonic signal will be reflected back by the tissue-gas interface. Therefore, the ultrasonic glottograph curve describing the vibration of the vocal cords should have large and small amplitudes alternately appearing in a certain law and order. Observing the segmented ultrasonic glottal graph curves in Figure 6, it is found that the five curves of Seg3, Seg4, Seg5, Seg6, and Seg7 are in line with the characteristics of the influence of vocal fold vibration on ultrasonic echo. The global UGG curve of vocal cord vibration can be obtained by summing the curves conforming to the characteristics, as shown in the UGG (global) curve in FIG. 7 . The synchronous EGG curves are also given in Fig. 7. The EGG signal is differentiated through a differential operation to obtain the DEGG curve, and then the D2EGG curve is calculated by formula (4). Similarly, the DUGG curve can be obtained by performing differential operations on the UGG curve, and then the D2UGG curve is calculated by formula (5).

D2EGG=DEGG(n)|DEGG(n)| (4)D2EGG=DEGG(n)|DEGG(n)| (4)

D2UGG=DUGG(n)|DUGG(n)| (5)D2UGG=DUGG(n)|DUGG(n)| (5)

6.超声声门图的特征点和特征参数提取6. Extraction of feature points and feature parameters of ultrasound glottis

电声门图曲线的特征点能够反映声带振动过程中非常重要的相位时刻。通过一个峰值检测算法将EGG曲线中的声门开放最大时刻点A和D2EGG中的声门闭合时刻点G、声门开放时刻点H提取出来。同时从UGG曲线中提取相应的特征点。通过控制峰值检测算法的搜寻窗长,从全局UGG曲线中声门闭合相中的回波强度最弱点C和声门开放相中的回波强度最弱点D。点B是全局UGG曲线中每个周期内的一个小而明显的波动峰,通过寻找点D之后的第二个过零点可以将每个周期的点B提取出来。点E是D2UGG曲线中的一个小的正峰,提取的点E是点C所对应时刻之前的第一个正峰。点F是D2UGG曲线的负峰值点。这个负峰点非常突出,易于被峰值检测算法识别。The characteristic points of the electroglottogram curve can reflect the very important phase moments in the vocal cord vibration process. The maximum glottis opening time point A in the EGG curve and the glottis closing time point G and glottis opening time point H in the D2EGG are extracted by a peak detection algorithm. At the same time, the corresponding feature points are extracted from the UGG curve. By controlling the search window length of the peak detection algorithm, the weakest point C of the echo intensity in the glottis closed phase and the weakest point D of the echo intensity in the glottis open phase are obtained from the global UGG curve. Point B is a small but obvious fluctuation peak in each period of the global UGG curve, and point B of each period can be extracted by looking for the second zero-crossing point after point D. Point E is a small positive peak in the D2UGG curve, and the extracted point E is the first positive peak before the time corresponding to point C. Point F is the negative peak point of the D2UGG curve. This negative peak point is very prominent and easily identified by the peak detection algorithm.

EGG曲线中,点A为电声门图曲线的谷值点,它代表着声门开放最大的时刻;UGG曲线中,在声带的开放相,虽然全局的UGG曲线幅度相对较低,但是其中依然有一个明显的波动,标出的点B为这个波动峰的顶点。它代表着在声门打开后,声带向两侧运动后声门中线处反射回波最弱的时刻,因此点B所在的时刻也是声门开放最大时刻。In the EGG curve, point A is the valley point of the electroglottogram curve, which represents the moment when the glottis is the most open; in the UGG curve, in the opening phase of the vocal cords, although the global UGG curve amplitude is relatively low, it is still There is an obvious fluctuation, and the marked point B is the apex of this fluctuation peak. It represents the moment when the reflected echo at the midline of the glottis is the weakest after the vocal cords move to both sides after the glottis is opened, so the moment at point B is also the moment when the glottis is most open.

D2EGG曲线中点G是D2EGG曲线的正峰值点,代表声门刚刚闭合的瞬间;H是D2EGG曲线的负峰值点,代表声门刚刚开放的瞬间。D2UGG曲线中点E和点F分别为正峰点和负峰点,也代表同样的振动相位意义。The midpoint G of the D2EGG curve is the positive peak point of the D2EGG curve, which represents the moment when the glottis just closes; H is the negative peak point of the D2EGG curve, which represents the moment when the glottis just opens. Point E and point F in the D2UGG curve are positive peak point and negative peak point respectively, which also represent the same meaning of vibration phase.

声门闭合商(CQ)是指声门处于完全关闭的时长占整个振动周期的比例。通常CQ都是单一地从D2EGG曲线中提取,如式(6):The glottal closure quotient (CQ) refers to the ratio of the time during which the glottis is completely closed to the entire vibration cycle. Usually CQ is extracted from the D2EGG curve alone, such as formula (6):

CQCQ == LocLoc (( Hh )) -- LocLoc (( GG )) TT eggeggs -- -- -- (( 66 ))

其中Loc表示点的时间位置,Tegg表示一个振动周期长度。Among them, Loc represents the time position of the point, and Tegg represents the length of a vibration cycle.

但是很多情况下D2EGG曲线的正峰明显,而负峰不明显,甚至无法识别。而D2UGG曲线中负峰非常显著。因此提取D2EGG曲线的正峰和D2UGG曲线的正峰,能够获得更加准确可靠的CQ。如式(7)计算:However, in many cases, the positive peak of the D2EGG curve is obvious, while the negative peak is not obvious, or even unrecognizable. However, the negative peak in the D2UGG curve is very significant. Therefore, extracting the positive peak of the D2EGG curve and the positive peak of the D2UGG curve can obtain more accurate and reliable CQ. Calculate as formula (7):

CQCQ == LocLoc (( Ff )) -- LocLoc (( GG )) TT eggeggs -- -- -- (( 77 ))

因此,结合超声声门图和电声门图的优势,能够获得更加准确可靠的声带振动参数。Therefore, combining the advantages of ultrasound glottogram and electroglottogram can obtain more accurate and reliable vocal cord vibration parameters.

最后说明的是,以上实施例仅用以说明本发明的技术方案而非限制,尽管参照较佳实施例对本发明进行了详细说明,本领域的普通技术人员应当理解,可以对本发明的技术方案进行修改或者等同替换,而不脱离本技术方案的宗旨和范围,其均应涵盖在本发明的权利要求范围当中。Finally, it is noted that the above embodiments are only used to illustrate the technical solutions of the present invention without limitation. Although the present invention has been described in detail with reference to the preferred embodiments, those of ordinary skill in the art should understand that the technical solutions of the present invention can be carried out Modifications or equivalent replacements, without departing from the spirit and scope of the technical solution, should be included in the scope of the claims of the present invention.

Claims (8)

1.一种基于平面波超声成像的声带振动成像与测量系统,其特征在于,包括数字超声成像系统、数据采集卡和计算机;所述数字超声成像系统包括超声线阵换能器和主机;1. A vocal cord vibration imaging and measurement system based on plane wave ultrasonic imaging, characterized in that it includes a digital ultrasonic imaging system, a data acquisition card and a computer; the digital ultrasonic imaging system includes an ultrasonic linear array transducer and a mainframe; 超声线阵换能器用于在主机的控制下发出超声平面波,并接收回波,将回波回传至主机;The ultrasonic linear array transducer is used to emit ultrasonic plane waves under the control of the host, receive the echo, and transmit the echo back to the host; 主机用于控制超声线阵换能器发出超声平面波,并将回波输出至数据采集卡;The host is used to control the ultrasonic linear array transducer to emit ultrasonic plane waves, and output the echoes to the data acquisition card; 数据采集卡用于将收到的回波信号转换为数字信号并传送给计算机;The data acquisition card is used to convert the received echo signal into a digital signal and transmit it to the computer; 计算机用于将接收到的数字信号的回波数据进行波束合成、射频信号包络检测和动态范围压缩转换为喉部组织结构图像;The computer is used to convert the echo data of the received digital signal into beamforming, radio frequency signal envelope detection and dynamic range compression into laryngeal tissue structure images; 所述超声线阵换能器沿冠状面放置在被试者颈部表面或者沿横断面放置在被试者颈部表面;The ultrasonic linear array transducer is placed on the surface of the subject's neck along the coronal plane or placed on the surface of the subject's neck along the cross section; 所述数字超声成像系统的成像帧率为5000帧每秒,超声线阵换能器的中心频率为7.2MHz。The imaging frame rate of the digital ultrasonic imaging system is 5000 frames per second, and the center frequency of the ultrasonic linear array transducer is 7.2MHz. 2.根据权利要求1所述的一种基于平面波超声成像的声带振动成像与测量系统,其特征在于,所述超声线阵换能器沿冠状面放置在被试者颈部表面;所述计算机还用于采用了基于超声射频回波数据的二维运动估计算法从所述喉部组织结构图像中提取声带体层振动位移、假声带振动位移和发生起始声带位移。2. a kind of vocal cord vibration imaging and measurement system based on plane wave ultrasonic imaging according to claim 1, is characterized in that, described ultrasonic linear array transducer is placed on the neck surface of the subject along the coronal plane; A two-dimensional motion estimation algorithm based on ultrasonic radio frequency echo data is also used to extract the vocal cord layer vibration displacement, false vocal cord vibration displacement and initial vocal cord displacement from the laryngeal tissue structure image. 3.根据权利要求1所述的一种基于平面波超声成像的声带振动成像与测量系统,其特征在于,所述超声线阵换能器沿横断面放置在被试者颈部表面;所述计算机还用于从所述喉部组织结构图像中提取声带振动特征点和声带振动相位参数。3. a kind of vocal cord vibration imaging and measuring system based on plane wave ultrasonic imaging according to claim 1, is characterized in that, described ultrasonic linear array transducer is placed on the neck surface of the subject along the cross section; It is also used to extract vocal fold vibration feature points and vocal fold vibration phase parameters from the laryngeal tissue structure image. 4.一种基于平面波超声成像的声带振动成像方法,其特征在于,基于权利要求1所述的一种基于平面波超声成像的声带振动成像与测量系统,包括以下步骤:4. A vocal cord vibration imaging method based on plane wave ultrasonic imaging, characterized in that, based on a kind of vocal cord vibration imaging and measurement system based on plane wave ultrasonic imaging according to claim 1, comprising the following steps: 将超声线阵换能器沿冠状面和/或横断面放置在被试者的颈部一侧的皮肤表面,声门所在的位置;超声线阵换能器向喉部发射超声平面波,并接收回波,将回波传送至数据采集卡;数据采集卡将收到的回波信号转换为数字信号并传送给计算机;计算机将接收到的数字信号的回波数据进行波束合成、射频信号包络检测和动态范围压缩转换为喉部组织结构图像。Place the ultrasonic linear array transducer on the skin surface of the subject's neck side along the coronal plane and/or transverse section, where the glottis is located; the ultrasonic linear array transducer emits ultrasonic plane waves to the larynx and receives Echo, transmit the echo to the data acquisition card; the data acquisition card converts the received echo signal into a digital signal and transmits it to the computer; the computer performs beamforming and radio frequency signal envelope on the echo data of the received digital signal Detection and dynamic range compression are converted to images of laryngeal tissue structures. 5.一种基于平面波超声成像的声带振动测量方法,其特征在于,基于权利要求1所述的一种基于平面波超声成像的声带振动成像与测量系统,包括以下步骤:计算机采集喉部组织结构图像,采用了基于超声射频回波数据的二维运动估计算法从所述喉部组织结构图像中提取声带体层振动位移、假声带振动位移和发生起始声带位移。5. A method for measuring vocal cord vibration based on plane wave ultrasonic imaging, characterized in that, based on the vocal cord vibration imaging and measurement system based on plane wave ultrasonic imaging according to claim 1, comprising the following steps: computer acquisition laryngeal tissue structure image , using a two-dimensional motion estimation algorithm based on ultrasonic radio frequency echo data to extract the vocal cord tomographic vibration displacement, the false vocal cord vibration displacement and the initial vocal cord displacement from the laryngeal tissue structure image. 6.根据权利要求5所述的一种基于平面波超声成像的声带振动测量方法,其特征在于,所述喉部组织结构图像为将超声线阵换能器沿冠状面放置在被试者的颈部一侧的皮肤表面,声门所在的位置;超声线阵换能器向喉部发射超声平面波,并接收回波,将回波传送至数据采集卡;数据采集卡将收到的回波信号转换为数字信号并传送给计算机;计算机将接收到的数字信号的回波数据进行波束合成、射频信号包络检测和动态范围压缩转换后所形成的图像。6. A method for measuring vocal cord vibration based on plane wave ultrasonic imaging according to claim 5, wherein the laryngeal tissue structure image is that an ultrasonic linear array transducer is placed on the subject's neck along the coronal plane. The surface of the skin on the side of the throat, where the glottis is located; the ultrasonic linear array transducer emits ultrasonic plane waves to the larynx, receives echoes, and transmits the echoes to the data acquisition card; the data acquisition card receives the echo signals It is converted into a digital signal and sent to the computer; the computer performs beamforming, radio frequency signal envelope detection and dynamic range compression conversion on the echo data of the received digital signal to form an image. 7.一种基于平面波超声成像的声带振动测量方法,其特征在于,基于权利要求1所述的一种基于平面波超声成像的声带振动成像与测量系统,包括以下步骤:计算机采集超声线阵换能器所采集的超声声门图曲线UGG;判断出前联合和勺状软骨的位置,然后在超声图像上以一条线段连接这两个位置;这条线所在的位置即为声门中线;然后,选定一个矩形作为感兴趣区域ROI;所绘的声门中线位置的线段作为这个矩形的对称轴;随后,这个矩形感兴趣区域ROI被沿着声带长度方向平均地分成几个等分;在每一个分段的感兴趣区域ROI内提取所有像素的像素灰度值,每个分段的感兴趣区域ROI内随时间变化的超声声门图曲线通过式(3)进行计算:7. A vocal cord vibration measurement method based on plane wave ultrasonic imaging, characterized in that, based on claim 1, a vocal cord vibration imaging and measurement system based on plane wave ultrasonic imaging, comprising the following steps: computer acquisition of ultrasonic linear array transduced energy Ultrasonic glottic graph curve UGG collected by the instrument; determine the position of the anterior commissure and spoon-shaped cartilage, and then connect these two positions with a line segment on the ultrasonic image; the position of this line is the midline of the glottis; then, select Define a rectangle as the region of interest ROI; draw the line segment of the midline position of the glottis as the symmetry axis of the rectangle; then, the rectangular region of interest ROI is divided into several equal parts along the length of the vocal cords; in each The pixel gray values of all pixels are extracted in the segmented region of interest ROI, and the ultrasonic glottogram curve changing with time in each segmented region of interest ROI is calculated by formula (3): Uu GG GG (( tt )) == nno oo rr mm (( -- 11 NN &Sigma;&Sigma; ii ,, jj PP ii ,, jj (( tt )) )) -- -- -- (( 33 )) 其中,UGG(t)就是随时间变化的超声声门图曲线,Pi,j(t)是某个ROI内的像素点(i,j)在t时刻的灰度值;N代表该ROI内的所有像素点的个数;‘norm’代表归一化运算;将整个矩形的ROI等分为M个ROI;分别对每一个分段的ROI内提取了相应的超声声门图曲线;Among them, UGG(t) is the ultrasonic glottal graph curve changing with time, P i,j (t) is the gray value of the pixel point (i,j) in a ROI at time t; N represents the gray value of the pixel in the ROI The number of all pixels in the image; 'norm' represents the normalization operation; the entire rectangular ROI is equally divided into M ROIs; the corresponding ultrasonic glottal graph curve is extracted for each segmented ROI; 从每一个分段的ROI内提取的相应超声声门图曲线中找出该曲线中大幅度和小幅度规律性交替的曲线;然后将找到的曲线加和,得到声带振动的全局UGG曲线;对UGG曲线做微分运得到DUGG曲线,随后通过式(5)计算D2UGG曲线;From the corresponding ultrasonic glottogram curve extracted in each segmented ROI, find out the curve that the large amplitude and small amplitude regularly alternate in the curve; then add the found curves to obtain the global UGG curve of vocal fold vibration; The UGG curve is differentiated to obtain the DUGG curve, and then the D2UGG curve is calculated by formula (5); D2UGG=DUGG(n)|DUGG(n)| (5)D2UGG=DUGG(n)|DUGG(n)| (5) 公式(5)中,n指超声的采样时刻,n=1,2,3…;其中,DUGG(n)为UGG(n)的微分,|DUGG(n)|为DUGG(n)的绝对值;In formula (5), n refers to the sampling time of ultrasound, n=1,2,3...; where, DUGG(n) is the differential of UGG(n), |DUGG(n)| is the absolute value of DUGG(n) ; 通过峰值检测算法,从全局UGG曲线中声门闭合相中的回波强度最弱点和声门开放相中的回波强度最弱点;声门开放最大时刻点是全局UGG曲线中声门开放相中的回波强度最弱点之后的第二个过零点;声门闭合时刻点是D2UGG曲线中声门闭合相中的回波强度最弱点所对应时刻之前的第一个正峰;声门开放时刻点是D2UGG曲线的负峰值点;Through the peak detection algorithm, from the global UGG curve, the weakest point of the echo intensity in the glottis closing phase and the weakest point of the echo intensity in the glottis opening phase; the maximum moment of glottis opening is in the glottis opening phase of the global UGG curve The second zero-crossing point after the weakest point of the echo intensity; the time point of glottis closure is the first positive peak before the time corresponding to the weakest point of the echo intensity in the glottis closure phase in the D2UGG curve; the time point of glottis opening is the negative peak point of the D2UGG curve; 声门闭合商CQ通过式(7)计算:The glottic closure quotient CQ is calculated by formula (7): CC QQ == LL oo cc (( Ff )) -- LL oo cc (( GG )) TT ee gg gg -- -- -- (( 77 )) 其中,其中Loc(F)表示D2UGG曲线中负峰点的时间位置,Loc(G)表示D2UGG曲线中正峰点的时间位置,Tegg表示一个振动周期长度。Among them, Loc(F) represents the time position of the negative peak point in the D2UGG curve, Loc(G) represents the time position of the positive peak point in the D2UGG curve, and Tegg represents the length of a vibration cycle. 8.根据权利要求7所述的一种基于平面波超声成像的声带振动测量方法,其特征在于,所述超声声门图曲线UGG为将超声线阵换能器沿横断面放置在被试者的颈部一侧的皮肤表面,声门所在的位置;超声线阵换能器发射超声平面波,并接收回波,将回波传送至数据采集卡;数据采集卡将收到的回波信号转换为数字信号并传送给计算机所获得的随时间变化的回波强度曲线。8. A kind of vocal cord vibration measurement method based on plane wave ultrasonic imaging according to claim 7, characterized in that, the ultrasonic glottograph curve UGG is the ultrasonic linear array transducer placed on the subject's side along the cross section. The skin surface on one side of the neck, where the glottis is located; the ultrasonic linear array transducer emits ultrasonic plane waves, receives echoes, and transmits the echoes to the data acquisition card; the data acquisition card converts the received echo signals into The digital signal is sent to the computer to obtain the time-varying echo intensity curve.
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