CN114947739B - Dual-frequency microwave induced thermoacoustic imaging system and method - Google Patents
Dual-frequency microwave induced thermoacoustic imaging system and method Download PDFInfo
- Publication number
- CN114947739B CN114947739B CN202210404646.0A CN202210404646A CN114947739B CN 114947739 B CN114947739 B CN 114947739B CN 202210404646 A CN202210404646 A CN 202210404646A CN 114947739 B CN114947739 B CN 114947739B
- Authority
- CN
- China
- Prior art keywords
- frequency
- microwave
- dual
- thermoacoustic
- thermo
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Active
Links
- 238000003384 imaging method Methods 0.000 title claims abstract description 76
- 238000000034 method Methods 0.000 title claims abstract description 20
- 238000010521 absorption reaction Methods 0.000 claims abstract description 72
- 230000005284 excitation Effects 0.000 claims abstract description 48
- 230000004927 fusion Effects 0.000 claims abstract description 36
- 230000003902 lesion Effects 0.000 claims abstract description 29
- 238000013480 data collection Methods 0.000 claims abstract 2
- 230000008859 change Effects 0.000 claims description 13
- 230000000694 effects Effects 0.000 claims description 11
- 230000005855 radiation Effects 0.000 claims description 8
- 238000012545 processing Methods 0.000 claims description 7
- 230000009977 dual effect Effects 0.000 claims description 4
- 238000012805 post-processing Methods 0.000 claims description 3
- 230000001419 dependent effect Effects 0.000 claims 1
- 230000003111 delayed effect Effects 0.000 description 7
- 230000008569 process Effects 0.000 description 6
- 238000002604 ultrasonography Methods 0.000 description 6
- 238000001514 detection method Methods 0.000 description 5
- 230000003321 amplification Effects 0.000 description 4
- 230000006698 induction Effects 0.000 description 4
- 238000003199 nucleic acid amplification method Methods 0.000 description 4
- 238000012360 testing method Methods 0.000 description 4
- 101001121408 Homo sapiens L-amino-acid oxidase Proteins 0.000 description 2
- 102100026388 L-amino-acid oxidase Human genes 0.000 description 2
- 238000002474 experimental method Methods 0.000 description 2
- 238000012986 modification Methods 0.000 description 2
- 230000004048 modification Effects 0.000 description 2
- 230000035515 penetration Effects 0.000 description 2
- 230000003595 spectral effect Effects 0.000 description 2
- 101100012902 Saccharomyces cerevisiae (strain ATCC 204508 / S288c) FIG2 gene Proteins 0.000 description 1
- 230000009286 beneficial effect Effects 0.000 description 1
- 239000006227 byproduct Substances 0.000 description 1
- 230000001413 cellular effect Effects 0.000 description 1
- 230000001066 destructive effect Effects 0.000 description 1
- 238000010586 diagram Methods 0.000 description 1
- 238000001914 filtration Methods 0.000 description 1
- 238000001727 in vivo Methods 0.000 description 1
- 238000011503 in vivo imaging Methods 0.000 description 1
- 238000011160 research Methods 0.000 description 1
- 238000012285 ultrasound imaging Methods 0.000 description 1
Classifications
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/0093—Detecting, measuring or recording by applying one single type of energy and measuring its conversion into another type of energy
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/0033—Features or image-related aspects of imaging apparatus, e.g. for MRI, optical tomography or impedance tomography apparatus; Arrangements of imaging apparatus in a room
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/05—Detecting, measuring or recording for diagnosis by means of electric currents or magnetic fields; Measuring using microwaves or radio waves
- A61B5/0507—Detecting, measuring or recording for diagnosis by means of electric currents or magnetic fields; Measuring using microwaves or radio waves using microwaves or terahertz waves
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/72—Signal processing specially adapted for physiological signals or for diagnostic purposes
Landscapes
- Health & Medical Sciences (AREA)
- Life Sciences & Earth Sciences (AREA)
- Engineering & Computer Science (AREA)
- Public Health (AREA)
- Molecular Biology (AREA)
- Veterinary Medicine (AREA)
- General Health & Medical Sciences (AREA)
- Physics & Mathematics (AREA)
- Animal Behavior & Ethology (AREA)
- Biophysics (AREA)
- Pathology (AREA)
- Biomedical Technology (AREA)
- Heart & Thoracic Surgery (AREA)
- Medical Informatics (AREA)
- Surgery (AREA)
- Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
- Radiology & Medical Imaging (AREA)
- Physiology (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Signal Processing (AREA)
- Artificial Intelligence (AREA)
- Psychiatry (AREA)
- Ultra Sonic Daignosis Equipment (AREA)
- Investigating Or Analyzing Materials By The Use Of Ultrasonic Waves (AREA)
Abstract
Description
技术领域Technical Field
本发明属于微波热声成像技术领域,涉及一种成像方法及系统,尤其涉及一种双频微波诱导热声成像方法及系统。The present invention belongs to the technical field of microwave thermoacoustic imaging, and relates to an imaging method and system, and in particular to a dual-frequency microwave induced thermoacoustic imaging method and system.
背景技术Background technique
微波热声成像技术是一种新型无损的生物医学成像方法,结合了微波高对比度激发和深穿透深度,以及超声高分辨率的优点,可反映生物组织之间微波吸收特性的差异,而微波吸收特性依赖于激励频率下的组织介电特性。作为结合了微波成像和超声成像优点的新型混合成像模式,微波热声成像可反映微波介电功能信息的同时显示组织的结构特征,近年来吸引了众多科研工作者的关注。二十多年来,微波热声成像技术不断发展,应用领域研究不断扩展,在相关预临床和临床应用中凸显潜力。Microwave thermoacoustic imaging is a new non-destructive biomedical imaging method that combines the advantages of microwave high-contrast excitation and deep penetration depth, and ultrasound high resolution. It can reflect the differences in microwave absorption characteristics between biological tissues, which depend on the dielectric properties of the tissue at the excitation frequency. As a new hybrid imaging mode that combines the advantages of microwave imaging and ultrasound imaging, microwave thermoacoustic imaging can reflect microwave dielectric functional information while displaying the structural characteristics of tissues. In recent years, it has attracted the attention of many scientific researchers. Over the past two decades, microwave thermoacoustic imaging technology has continued to develop, and research in application areas has continued to expand, highlighting its potential in related pre-clinical and clinical applications.
然而,传统的微波热声成像技术主要基于单频激励,对于单频激励下微波吸收较强的组织成像效果较好,而对于微波吸收较弱的组织显像不明显。生物组织微波吸收较弱,可源于组织微波吸收系数较弱;也可因为组织尺寸过小,小于探测器层析投影厚度导致整体微波吸收较弱从而受周围大尺寸组织影响,显像效果不佳。However, traditional microwave thermoacoustic imaging technology is mainly based on single-frequency excitation, which has better imaging effect for tissues with strong microwave absorption under single-frequency excitation, but not obvious for tissues with weak microwave absorption. Weak microwave absorption of biological tissues can be caused by weak microwave absorption coefficient of tissues; or it can be caused by the small size of tissues, which is smaller than the projection thickness of the detector layer, resulting in weak overall microwave absorption and thus being affected by the surrounding large-sized tissues, resulting in poor imaging effect.
与本发明为同一申请人的专利,公开号CN114176554A,一种多脉宽微波激励多尺度热声成像方法及系统,属于微波热声成像领域。利用不同脉宽的微波辐射待成像生物组织,可以激发生物组织产生频谱信息不同的热声信号,该信号可被不同中心频率的超声探测器探测,从而呈现出不同深度及分辨率的热声图像。微波源输出不同脉宽的微波辐射生物组织,使生物组织产生频谱信息不同的热声信号,热声信号被超声探测器探测并被传输到放大器,经放大器放大滤波处理后经数据采集卡采集,最后被传输到计算机,在计算机中对热声信号进行图像重建,还原出多尺度热声图像。多尺度热声成像系统相对传统热声成像系统更加灵活,可重建不同尺度生物组织的图像,达到最佳成像深度与分辨率。The patent of the same applicant as the present invention, publication number CN114176554A, a multi-pulse width microwave-excited multi-scale thermoacoustic imaging method and system, belongs to the field of microwave thermoacoustic imaging. The biological tissue to be imaged is irradiated with microwaves of different pulse widths, which can excite the biological tissue to produce thermoacoustic signals with different spectral information. The signal can be detected by ultrasonic detectors with different center frequencies, thereby presenting thermoacoustic images of different depths and resolutions. The microwave source outputs microwaves of different pulse widths to irradiate the biological tissue, causing the biological tissue to produce thermoacoustic signals with different spectral information. The thermoacoustic signal is detected by the ultrasonic detector and transmitted to the amplifier, amplified and filtered by the amplifier, and then collected by the data acquisition card, and finally transmitted to the computer, where the thermoacoustic signal is reconstructed in the computer to restore the multi-scale thermoacoustic image. The multi-scale thermoacoustic imaging system is more flexible than the traditional thermoacoustic imaging system, and can reconstruct images of biological tissues of different scales to achieve the best imaging depth and resolution.
该专利和本专利原理不同,一种多脉宽微波激励多尺度热声成像方法其原理是利用不同脉宽的微波辐射成像组织以产生不同的热声信号,这些信号被不同中心频率的超声探测器探测,从而呈现出不同深度及分辨率的热声图像。而双频微波诱导热声成像原理基于生物组织间的理论微波吸收系数随微波频率变化规律,利用两种不同微波频率短脉宽微波得到对应两组不同频率微波激励下的热声图像,然后对两组热声成像进行融合得到双频热声图像。其中两组单频热声图像用以分析单频微波能量吸收较强的生物组织和检测相应病变,而双频融合图像用于突出显示单频微波能量吸收较弱而随频率变化微波能量吸收变化较大的组织和检测相应病变。目的不同,多脉宽微波激励多尺度热声成像方法是为了平衡不同尺寸生物组织对穿透深度与分辨率的不同需求。而双频微波诱导热声成像方法解决的是传统单频微波激励热声成像对微波吸收较弱的组织显像不明显以及相应病变难以检测的问题。两者目的不同,侧重点也不同。The principle of this patent is different from that of this patent. The principle of a multi-pulse-width microwave-excited multi-scale thermoacoustic imaging method is to use microwave radiation of different pulse widths to image tissues to generate different thermoacoustic signals. These signals are detected by ultrasonic detectors of different center frequencies, thereby presenting thermoacoustic images of different depths and resolutions. The principle of dual-frequency microwave-induced thermoacoustic imaging is based on the law of variation of the theoretical microwave absorption coefficient between biological tissues with microwave frequency. Two short-pulse-width microwaves of different microwave frequencies are used to obtain two groups of thermoacoustic images corresponding to microwave excitation of different frequencies, and then the two groups of thermoacoustic images are fused to obtain dual-frequency thermoacoustic images. The two groups of single-frequency thermoacoustic images are used to analyze biological tissues with strong single-frequency microwave energy absorption and detect corresponding lesions, while the dual-frequency fusion images are used to highlight tissues with weak single-frequency microwave energy absorption and large microwave energy absorption changes with frequency changes and detect corresponding lesions. The purpose is different. The multi-pulse-width microwave-excited multi-scale thermoacoustic imaging method is to balance the different requirements of biological tissues of different sizes for penetration depth and resolution. The dual-frequency microwave-induced thermoacoustic imaging method solves the problem that traditional single-frequency microwave-excited thermoacoustic imaging does not clearly image tissues with weak microwave absorption and is difficult to detect corresponding lesions. The two have different purposes and focuses.
发明内容Summary of the invention
本发明旨在解决以上现有技术的问题。提出了一种双频微波诱导热声成像系统及方法。本发明的技术方案如下:The present invention aims to solve the above problems of the prior art. A dual-frequency microwave induced thermoacoustic imaging system and method are proposed. The technical solution of the present invention is as follows:
一种双频微波诱导热声成像系统,其包括:双频微波源、同轴线、天线、阵列超声探测器、阵列放大电路、多通道数据采集卡及计算机,其中所述双频微波源用于产生不同频率的短脉宽微波,先后分别经过同轴线传输至天线,将微波辐射至被测组织,被测组织吸收微波能量产生超声波即热声信号,不同频率微波激励下的热声信号先后由阵列超声探测器探测,被探测的信号经由阵列放大电路进行放大,放大后的信号被多通道数据采集卡采集,从而得到两组不同频率激励下的热声数据,整个流程由计算机控制,根据时域信息与空间位置的关系利用延迟叠加或滤波反投影算法进行两组单频热声图像重建,然后对两组单频热声数据或图像利用融合算法得到双频热声图像,所述双频微波诱导中的频率指的是微波中心频率,两组单频热声图像用于分析单频微波能量吸收较强的生物组织和检测相应病变,而双频融合图像用于突出显示单频微波能量吸收较弱而随频率变化微波能量吸收变化较大的组织和检测相应病变。A dual-frequency microwave-induced thermoacoustic imaging system, comprising: a dual-frequency microwave source, a coaxial line, an antenna, an array ultrasonic detector, an array amplification circuit, a multi-channel data acquisition card and a computer, wherein the dual-frequency microwave source is used to generate short-pulse microwaves of different frequencies, which are successively transmitted to the antenna through the coaxial line, and the microwaves are radiated to the measured tissue, and the measured tissue absorbs the microwave energy to generate ultrasonic waves, i.e., thermoacoustic signals, which are excited by microwaves of different frequencies are successively detected by the array ultrasonic detector, and the detected signals are amplified by the array amplification circuit, and the amplified signals are collected by the multi-channel data acquisition card, thereby obtaining two groups of Thermoacoustic data under different frequency excitations, the whole process is controlled by a computer, and two sets of single-frequency thermoacoustic images are reconstructed using a delayed superposition or filtered back projection algorithm according to the relationship between time domain information and spatial position, and then the two sets of single-frequency thermoacoustic data or images are fused using a dual-frequency thermoacoustic image, the frequency in the dual-frequency microwave induction refers to the microwave center frequency, the two sets of single-frequency thermoacoustic images are used to analyze biological tissues with strong single-frequency microwave energy absorption and detect corresponding lesions, and the dual-frequency fusion image is used to highlight the tissues with weak single-frequency microwave energy absorption and large changes in microwave energy absorption with frequency changes and detect corresponding lesions.
进一步的,所述双频微波源产生的不同频率的短脉宽微波可由同一个可变频率微波源产生,也可由两个单频率微波源产生,均需保持产生的脉冲微波宽度和峰值功率一致。Furthermore, the short pulse width microwaves of different frequencies generated by the dual-frequency microwave source can be generated by the same variable frequency microwave source or by two single frequency microwave sources, and both need to keep the generated pulse microwave width and peak power consistent.
进一步的,所述天线是一个覆盖双频范围或针对两个所需辐射频率点的非频变天线;或是一个覆盖双频范围的宽频带天线,均需保证用于进行激励成像的两个频率点的场分布保持一致。Furthermore, the antenna is a non-frequency-variable antenna covering a dual-frequency range or for two required radiation frequency points; or a wide-band antenna covering a dual-frequency range, and both must ensure that the field distribution of the two frequency points used for excitation imaging remains consistent.
进一步的,所述阵列超声探测器、阵列放大电路、多通道数据采集卡构成热声信号采集模块,在进行双频率微波激励切换时,阵列超声探测器、阵列放大电路、多通道数据采集卡与天线和被测生物组织均保持不动,即保证除激励微波频率以外,其它实验条件不变。Furthermore, the array ultrasonic detector, array amplification circuit, and multi-channel data acquisition card constitute a thermoacoustic signal acquisition module. When dual-frequency microwave excitation switching is performed, the array ultrasonic detector, array amplification circuit, multi-channel data acquisition card, antenna, and biological tissue under test remain stationary, that is, other experimental conditions except the excitation microwave frequency remain unchanged.
进一步的,所述双频微波源、同轴线和天线构成微波激励模块,其中双频微波源由两个可输出相同短脉宽和相同功率但不同频率的独立微波源组成,或是一个可变频率但保证其它短脉宽微波参数包括脉冲宽度、脉冲功率、和脉冲重复频率等不变的微波源;Further, the dual-frequency microwave source, the coaxial line and the antenna constitute a microwave excitation module, wherein the dual-frequency microwave source is composed of two independent microwave sources that can output the same short pulse width and the same power but different frequencies, or a microwave source with a variable frequency but ensuring that other short pulse width microwave parameters including pulse width, pulse power, and pulse repetition frequency remain unchanged;
天线采用覆盖双频范围的宽频带天线,但频率点不为宽频带天线的边界频率点,或采用针对两个所需辐射频率点或覆盖双频范围的非频变天线;短脉宽微波除频率变化而其它参数包括脉冲宽度、脉冲功率、和脉冲重复频率等不变,且经由损耗参数一致的同长度同轴线,经场分布一致的天线激励被测组织,双频图像所反映的的信息更多依赖于组织自身内在微波吸收系数的变化而减少外在场分布改变的影响。The antenna uses a wide-band antenna covering a dual-frequency range, but the frequency point is not the boundary frequency point of the wide-band antenna, or a non-frequency-variable antenna is used for two required radiation frequency points or covering a dual-frequency range; short-pulse microwaves change in frequency but other parameters including pulse width, pulse power, and pulse repetition frequency remain unchanged, and the tissue being tested is stimulated by an antenna with the same length and consistent loss parameters and field distribution. The information reflected by the dual-frequency image relies more on changes in the tissue's own intrinsic microwave absorption coefficient and reduces the impact of changes in external field distribution.
进一步的,所述计算机根据时域信息与空间位置的关系利用延迟叠加或滤波反投影算法进行两组单频热声图像重建,其中时域信息为信号从生物组织的空间点传播到阵列超声探测器各个阵元所需要的时间,也称为时间延迟,空间位置为阵列超声探测器到空间点的距离。延迟叠加算法中两者存在对应关系:热声信声速×时间延迟=阵列超声探测器到空间点的距离。由此得到空间点在阵列超声探测器各个阵元处的信号强度,生物组织的空间点的总信号强度为这些信号强度的叠加。同理,生物组织的其他空间点的总信号均如此得到,然后以图像形式表现出来即为热声图像。而与延迟叠加相比,滤波反投影的不同在于包含一阶导数,从而具有高通滤波特性。Furthermore, the computer reconstructs two sets of single-frequency thermoacoustic images using a delayed superposition or filtered back-projection algorithm based on the relationship between the time domain information and the spatial position, wherein the time domain information is the time required for the signal to propagate from the spatial point of the biological tissue to each array element of the array ultrasound detector, also known as time delay, and the spatial position is the distance from the array ultrasound detector to the spatial point. In the delayed superposition algorithm, there is a corresponding relationship between the two: thermoacoustic signal speed × time delay = distance from the array ultrasound detector to the spatial point. Thus, the signal intensity of the spatial point at each array element of the array ultrasound detector is obtained, and the total signal intensity of the spatial point of the biological tissue is the superposition of these signal intensities. Similarly, the total signal of other spatial points of the biological tissue is obtained in this way, and then it is expressed in the form of an image, namely a thermoacoustic image. Compared with delayed superposition, the difference of filtered back projection is that it contains a first-order derivative, so it has a high-pass filtering characteristic.
进一步的,所述对两组单频热声数据或图像利用融合算法得到双频热声图像,具体包括:对两组单频热声图像或直接对两组单频热声数据进行融合,主要涉及相减融合,初始融合权重因子由理论微波吸收系数确定,得到双频热声图像后对于需要突出显示的组织区域进行平滑度和聚焦强度判断,若组织平滑且聚焦则直接输出双频融合图像并伴随两组单频图像,若组织不平滑且不聚焦,则调整权重因子直至组织平滑且聚焦后,输出双频融合图像并伴随两组单频图像。Furthermore, the method of obtaining a dual-frequency thermoacoustic image by using a fusion algorithm for two sets of single-frequency thermoacoustic data or images specifically includes: fusing two sets of single-frequency thermoacoustic images or directly fusing two sets of single-frequency thermoacoustic data, mainly involving subtraction fusion, an initial fusion weight factor is determined by a theoretical microwave absorption coefficient, and after obtaining the dual-frequency thermoacoustic image, smoothness and focus intensity of the tissue area to be highlighted are judged; if the tissue is smooth and focused, a dual-frequency fused image is directly outputted along with two sets of single-frequency images; if the tissue is not smooth and not focused, the weight factor is adjusted until the tissue is smooth and focused, and then a dual-frequency fused image is outputted along with two sets of single-frequency images.
一种基于所述系统的双频微波诱导热声成像方法,其包括以下步骤:A dual-frequency microwave-induced thermoacoustic imaging method based on the system comprises the following steps:
步骤2-1、对于单频微波激励下微波吸收较弱的待提取重建以突出显示的生物组织,选取其理论微波吸收系数变化较大而周围组织微波吸收系数变化较小的频率范围,从而选取此频率范围的两个边界频点,作为进行双频微波诱导热声成像的两个激励频率点;Step 2-1, for biological tissues to be extracted and reconstructed for highlighting with weak microwave absorption under single-frequency microwave excitation, a frequency range in which the theoretical microwave absorption coefficient thereof varies greatly while the microwave absorption coefficient of surrounding tissues varies less is selected, thereby selecting two boundary frequency points of this frequency range as two excitation frequency points for dual-frequency microwave induced thermoacoustic imaging;
步骤2-2、开启各设备,并设置参数进行初始化;Step 2-2, turn on each device and set parameters for initialization;
步骤2-3、将待测生物组织进行固定;Step 2-3, fixing the biological tissue to be tested;
步骤2-4、利用计算机触发双频微波源产生一种中心频率的短脉宽微波,并触发数据采集卡开始工作:一种中心频率的短脉宽微波脉冲经天线辐射至待测生物组织,组织基于热声效应产生超声波即热声信号,热声信号被超声探测器探测,经超声探测器转换为电信号被数据采集卡采集,进而被储存在计算机中并进行单频热声图像重建处理,即此单频激励的热声成像完成;Step 2-4, using a computer to trigger the dual-frequency microwave source to generate a short-pulse-width microwave with a center frequency, and triggering the data acquisition card to start working: a short-pulse-width microwave pulse with a center frequency is radiated to the biological tissue to be tested through the antenna, and the tissue generates an ultrasonic wave, i.e., a thermoacoustic signal, based on the thermoacoustic effect. The thermoacoustic signal is detected by the ultrasonic detector, converted into an electrical signal by the ultrasonic detector, and collected by the data acquisition card, and then stored in the computer and subjected to single-frequency thermoacoustic image reconstruction processing, that is, the thermoacoustic imaging of this single-frequency excitation is completed;
步骤2-5、维持所有实验条件不变;Steps 2-5: Keep all experimental conditions unchanged;
步骤2-6、利用计算机触发双频微波源产生另一种中心频率的短脉宽微波,并触发数据采集卡开始工作:另一种中心频率的短脉宽微波脉冲经天线辐射至待测生物组织,组织基于热声效应产生超声波即热声信号,热声信号被超声探测器探测,经超声探测器转换为电信号被数据采集卡采集,进而被储存在计算机中并进行单频热声图像重建处理,即此单频激励的热声成像完成;Step 2-6, using a computer to trigger the dual-frequency microwave source to generate another short-pulse-width microwave with a center frequency, and triggering the data acquisition card to start working: another short-pulse-width microwave pulse with a center frequency is radiated to the biological tissue to be tested through the antenna, and the tissue generates ultrasonic waves, i.e., thermoacoustic signals, based on the thermoacoustic effect. The thermoacoustic signals are detected by the ultrasonic detector, converted into electrical signals by the ultrasonic detector, and collected by the data acquisition card, and then stored in the computer and processed by single-frequency thermoacoustic image reconstruction, that is, the thermoacoustic imaging of this single-frequency excitation is completed;
步骤2-7、利用双频图像融合算法对已经完成的两幅单频热声图像进行后处理,或直接对储存在计算机种的两组单频热声数据进行处理;Step 2-7, post-processing the two completed single-frequency thermoacoustic images using a dual-frequency image fusion algorithm, or directly processing the two sets of single-frequency thermoacoustic data stored in the computer;
步骤2-8、导出三组图像,其中两组单频热声图像用以分析单频微波能量吸收较强的生物组织和检测相应病变,而双频融合图像用于突出显示单频微波能量吸收较弱而随频率变化微波能量吸收变化较大的组织和检测相应病变。Step 2-8, export three groups of images, of which two groups of single-frequency thermoacoustic images are used to analyze biological tissues with strong single-frequency microwave energy absorption and detect corresponding lesions, and dual-frequency fusion images are used to highlight tissues with weak single-frequency microwave energy absorption but large changes in microwave energy absorption with frequency changes and detect corresponding lesions.
本发明的优点及有益效果如下:The advantages and beneficial effects of the present invention are as follows:
本发明基于生物组织间的理论微波吸收系数随频率变化规律,对于单频微波激励下微波吸收较弱的组织,选取其微波吸收系数变化较大而周围组织微波吸收系数变化较小的频率范围,从而选取此频率范围的两个边界频点,作为进行双频微波诱导热声成像的两个激励频率点。由此,双频微波为两种不同频率的短脉宽微波,实验时先后通过天线对被测生物组织进行激励,产生的热声信号先后被超声探测器探测,被探测的热声信号先后被放大器放大并被数据采集卡采集,对两组不同频率微波激励下探测到的热声信号进行图像重建可对应得到两组不同频率微波激励下的热声图像,对两组热声成像进行融合得到一组双频热声图像。通过该方法可默认获得三组热声图像,其中两组单频热声图像用以分析单频微波能量吸收较强的生物组织和检测相应病变,而双频融合图像用于突出显示单频微波能量吸收较弱而随频率变化微波能量吸收变化较大的组织和检测相应病变,从而实现总体高质量成像并提高病变检测能力。The present invention is based on the law of variation of the theoretical microwave absorption coefficient between biological tissues with frequency. For tissues with weak microwave absorption under single-frequency microwave excitation, a frequency range in which the microwave absorption coefficient of the tissues changes greatly while the microwave absorption coefficient of the surrounding tissues changes less is selected, thereby selecting two boundary frequency points of this frequency range as two excitation frequency points for dual-frequency microwave induced thermoacoustic imaging. Thus, the dual-frequency microwaves are short-pulse-width microwaves of two different frequencies. During the experiment, the biological tissues to be tested are excited successively through the antenna, and the generated thermoacoustic signals are successively detected by the ultrasonic detector, and the detected thermoacoustic signals are successively amplified by the amplifier and collected by the data acquisition card. Image reconstruction of the thermoacoustic signals detected under the excitation of two groups of microwaves with different frequencies can obtain two groups of thermoacoustic images under the excitation of microwaves with different frequencies, and the two groups of thermoacoustic images are fused to obtain a group of dual-frequency thermoacoustic images. Three sets of thermoacoustic images can be obtained by default through this method, of which two sets of single-frequency thermoacoustic images are used to analyze biological tissues with strong single-frequency microwave energy absorption and detect corresponding lesions, while dual-frequency fusion images are used to highlight tissues with weak single-frequency microwave energy absorption but large changes in microwave energy absorption with frequency changes and detect corresponding lesions, thereby achieving overall high-quality imaging and improving lesion detection capabilities.
本发明相对于传统单频热声成像技术来说,对微波能量吸收较弱的生物组织具有更佳成像效果和病变检测能力。双频微波致热声成像方法通过两种不同频率的短脉宽微波进行热声成像,不仅可以用以分析单频微波能量吸收较强的生物组织和检测相应病变,还可以用于突出显示单频微波能量吸收较弱而随频率变化微波能量吸收变化较大的组织和检测相应病变。Compared with the traditional single-frequency thermoacoustic imaging technology, the present invention has better imaging effect and lesion detection ability for biological tissues with weak microwave energy absorption. The dual-frequency microwave thermoacoustic imaging method uses two short-pulse microwaves of different frequencies to perform thermoacoustic imaging, which can not only be used to analyze biological tissues with strong single-frequency microwave energy absorption and detect corresponding lesions, but also can be used to highlight tissues with weak single-frequency microwave energy absorption but large microwave energy absorption changes with frequency and detect corresponding lesions.
在热声成像领域,提出双频微波致热声成像方法是创新点,利用两种不同频率的短脉宽微波进行热声成像,从而得到两组相应频率下的单频热声图像,此两组热声图像能用于分析相应单一频率下微波能量吸收系数较强的生物组织及其病变,而将上述两组热声图像利用双频融合算法融合之后所得图像则用于突出显示在单频热声图像中因单频微波能量吸收较弱而显示不足的组织及检测其病变。In the field of thermoacoustic imaging, the innovation of dual-frequency microwave-induced thermoacoustic imaging method is to use short-pulse microwaves of two different frequencies for thermoacoustic imaging, thereby obtaining two sets of single-frequency thermoacoustic images at corresponding frequencies. These two sets of thermoacoustic images can be used to analyze biological tissues and their lesions with strong microwave energy absorption coefficients at the corresponding single frequency. The image obtained by fusing the above two sets of thermoacoustic images using a dual-frequency fusion algorithm is used to highlight the tissues that are insufficiently displayed in single-frequency thermoacoustic images due to weak single-frequency microwave energy absorption and to detect their lesions.
双频热声融合算法是创新点,即利用两组单频热声成像数据进行组合融合,主要涉及相减融合,其相减融合的权重系数依据理论微波吸收系数和被提取重建以突出显示的组织成像平滑度或聚焦效果综合判定。The dual-frequency thermoacoustic fusion algorithm is an innovation, which uses two sets of single-frequency thermoacoustic imaging data for combined fusion, mainly involving subtraction fusion. The weight coefficient of the subtraction fusion is comprehensively determined based on the theoretical microwave absorption coefficient and the imaging smoothness or focusing effect of the tissue to be extracted and reconstructed to highlight.
附图说明BRIEF DESCRIPTION OF THE DRAWINGS
图1是本发明提供优选实施例双频微波诱导热声成像系统示意图。FIG1 is a schematic diagram of a dual-frequency microwave-induced thermoacoustic imaging system according to a preferred embodiment of the present invention.
图2是本实施例双频微波诱导热声成像执行步骤。FIG. 2 shows the steps for executing dual-frequency microwave-induced thermoacoustic imaging in this embodiment.
其中,双频微波源(1-1;1-2)、同轴线(1-3;1-4)、天线(1-5)、阵列超声探测器(1-7)、阵列放大电路(1-8)、多通道数据采集卡(1-9)及计算机(1-10)Among them, a dual-frequency microwave source (1-1; 1-2), a coaxial line (1-3; 1-4), an antenna (1-5), an array ultrasonic detector (1-7), an array amplifier circuit (1-8), a multi-channel data acquisition card (1-9) and a computer (1-10)
具体实施方式Detailed ways
下面将结合本发明实施例中的附图,对本发明实施例中的技术方案进行清楚、详细地描述。所描述的实施例仅仅是本发明的一部分实施例。The following will describe the technical solutions in the embodiments of the present invention in detail in conjunction with the accompanying drawings in the embodiments of the present invention. The described embodiments are only part of the embodiments of the present invention.
本发明解决上述技术问题的技术方案是:The technical solution of the present invention to solve the above technical problems is:
本发明的目的在于克服当前微波热声成像的不足,提供一种双频微波诱导热声成像方法及系统,通过该方法及系统得到的双频融合图像可突出显示单频微波能量吸收较弱而随频率变化微波能量吸收变化较大的组织,从而提高相应组织病变检测能力。The purpose of the present invention is to overcome the shortcomings of current microwave thermoacoustic imaging and provide a dual-frequency microwave induced thermoacoustic imaging method and system. The dual-frequency fusion image obtained by this method and system can highlight tissues that have weak single-frequency microwave energy absorption but large changes in microwave energy absorption with frequency, thereby improving the detection capability of corresponding tissue lesions.
如图1所示,一种双频微波诱导热声成像系统,其包括:双频微波源1-1;1-2、同轴线1-3;1-4、天线1-5、阵列超声探测器1-7、阵列放大电路1-8、多通道数据采集卡1-9及计算机1-10,其中所述双频微波源1-1;1-2用于产生不同频率的短脉宽微波,先后分别经过同轴线1-3;1-4传输至天线1-5,将微波辐射至被测组织1-6,被测组织1-6吸收微波能量产生超声波即热声信号,不同频率微波激励下的热声信号先后由阵列超声探测器1-7探测,被探测的信号经由阵列放大电路1-8进行放大,放大后的信号被多通道数据采集卡1-9采集,从而得到两组不同频率激励下的热声数据,整个流程由计算机1-10控制,根据时域信息与空间位置的关系利用延迟叠加或滤波反投影算法进行两组单频热声图像重建,然后对两组单频热声数据或图像利用融合算法得到双频热声图像,所述双频微波诱导中的频率指的是微波中心频率,两组单频热声图像用于分析单频微波能量吸收较强的生物组织和检测相应病变,而双频融合图像用于突出显示单频微波能量吸收较弱而随频率变化微波能量吸收变化较大的组织和检测相应病变。As shown in FIG1 , a dual-frequency microwave-induced thermoacoustic imaging system comprises: a dual-frequency microwave source 1-1; 1-2, coaxial lines 1-3; 1-4, an antenna 1-5, an array ultrasonic detector 1-7, an array amplifier circuit 1-8, a multi-channel data acquisition card 1-9 and a computer 1-10, wherein the dual-frequency microwave source 1-1; 1-2 is used to generate short-pulse microwaves of different frequencies, which are successively transmitted to the antenna 1-5 through the coaxial lines 1-3; 1-4, and the microwaves are radiated to the measured tissue 1-6. The measured tissue 1-6 absorbs microwave energy to generate ultrasonic waves, i.e., thermoacoustic signals. The thermoacoustic signals under the excitation of microwaves of different frequencies are successively detected by the array ultrasonic detector 1-7, and the detected signals are successively transmitted to the array amplifier circuit 1-8. The amplified signal is collected by a multi-channel data acquisition card 1-9, thereby obtaining two groups of thermoacoustic data under different frequency excitations. The entire process is controlled by a computer 1-10. According to the relationship between time domain information and spatial position, two groups of single-frequency thermoacoustic images are reconstructed using a delayed superposition or filtered back projection algorithm. Then, the two groups of single-frequency thermoacoustic data or images are fused using a fusion algorithm to obtain a dual-frequency thermoacoustic image. The frequency in the dual-frequency microwave induction refers to the microwave center frequency. The two groups of single-frequency thermoacoustic images are used to analyze biological tissues with strong single-frequency microwave energy absorption and detect corresponding lesions, while the dual-frequency fusion image is used to highlight tissues with weak single-frequency microwave energy absorption and large changes in microwave energy absorption with frequency changes and detect corresponding lesions.
优选的,本发明是基于生物组织间的理论微波吸收系数随频率变化规律,对于单频微波激励下微波吸收较弱的组织,选取其微波吸收系数变化较大而周围组织微波吸收系数变化较小的频率范围,从而选取此频率范围的两个边界频点,作为进行双频微波诱导热声成像的两个激励频率点。Preferably, the present invention is based on the law of variation of the theoretical microwave absorption coefficient between biological tissues with frequency. For tissues with weak microwave absorption under single-frequency microwave excitation, a frequency range in which the microwave absorption coefficient of the tissue varies greatly while the microwave absorption coefficient of the surrounding tissue varies less is selected, thereby selecting two boundary frequency points of this frequency range as two excitation frequency points for dual-frequency microwave induced thermoacoustic imaging.
由此,双频微波为两种不同频率的短脉宽微波,实验时先后通过天线对被测生物组织进行激励,产生的热声信号先后被超声探测器探测,被探测的热声信号先后被放大器放大并被数据采集卡采集,对两组不同频率微波激励下探测到的热声信号进行图像重建可对应得到两组不同频率微波激励下的热声图像,对两组热声成像进行融合得到一组双频热声图像。Therefore, dual-frequency microwaves are short-pulse microwaves of two different frequencies. During the experiment, the biological tissue under test is stimulated by the antenna successively, and the generated thermoacoustic signals are detected by the ultrasonic detector successively. The detected thermoacoustic signals are amplified by the amplifier and collected by the data acquisition card successively. Image reconstruction of the thermoacoustic signals detected under the two sets of microwave excitations with different frequencies can obtain two sets of thermoacoustic images under the microwave excitations with different frequencies. The two sets of thermoacoustic images are fused to obtain a set of dual-frequency thermoacoustic images.
进一步的,通过该方法可默认获得三组热声图像,其中两组单频热声图像用以分析单频微波能量吸收较强的生物组织和检测相应病变,而双频融合图像用于突出显示单频微波能量吸收较弱而随频率变化微波能量吸收变化较大的组织和检测相应病变,从而实现总体高质量成像并提高病变检测能力。Furthermore, three sets of thermoacoustic images can be obtained by default through this method, of which two sets of single-frequency thermoacoustic images are used to analyze biological tissues with strong single-frequency microwave energy absorption and detect corresponding lesions, while dual-frequency fusion images are used to highlight tissues with weak single-frequency microwave energy absorption but large changes in microwave energy absorption with frequency changes and detect corresponding lesions, thereby achieving overall high-quality imaging and improving lesion detection capabilities.
进一步的,双频微波可由同一个可变频率微波源产生,也可由两个单频率微波源产生,均需保持产生的脉冲微波宽度和峰值功率一致。需明确,双频微波诱导中的频率指的是微波中心频率。Furthermore, the dual-frequency microwaves can be generated by the same variable-frequency microwave source or by two single-frequency microwave sources, and the width and peak power of the generated pulse microwaves must be kept consistent. It should be clarified that the frequency in the dual-frequency microwave induction refers to the microwave center frequency.
进一步的,天线可以是一个覆盖双频范围或针对两个所需辐射频率点的非频变天线,也可以是一个覆盖双频范围的宽频带天线,均需保证用于进行激励成像的两个频率点的场分布保持一致。Furthermore, the antenna can be a non-frequency-variable antenna covering a dual-frequency range or for two required radiation frequency points, or a wide-band antenna covering a dual-frequency range, and both must ensure that the field distribution of the two frequency points used for excitation imaging remains consistent.
进一步的,热声信号采集模块包括超声探测器、信号放大器和数据采集卡,在进行双频率微波激励切换时,与天线和被测生物组织均保持不动,即保证除激励微波频率以外,其它实验条件不变。Furthermore, the thermoacoustic signal acquisition module includes an ultrasonic detector, a signal amplifier and a data acquisition card. When the dual-frequency microwave excitation is switched, the antenna and the biological tissue under test remain stationary, that is, other experimental conditions except the excitation microwave frequency remain unchanged.
进一步的,单频热声图像重建可采用传统的微波热声成像算法如延迟叠加算法或滤波反投影算法,只需要保证对于相应的两组单频热声数据采用同样的算法进行重建。双频融合算法在两组单频热声成像的基础上进行,主要涉及相减融合,而相减融合的权重系数依据理论微波吸收系数和被提取重建以突出显示的组织成像平滑度或聚焦效果综合判定。Furthermore, single-frequency thermoacoustic image reconstruction can use traditional microwave thermoacoustic imaging algorithms such as delayed superposition algorithm or filtered back projection algorithm, and it is only necessary to ensure that the same algorithm is used for the reconstruction of the corresponding two sets of single-frequency thermoacoustic data. The dual-frequency fusion algorithm is based on two sets of single-frequency thermoacoustic imaging, mainly involving subtraction fusion, and the weight coefficient of subtraction fusion is comprehensively determined based on the theoretical microwave absorption coefficient and the imaging smoothness or focusing effect of the tissue extracted and reconstructed to highlight.
进一步的,双频融合算法可以在重建后的两组单频热声图像基础上进行,也可以直接对两组单频热声数据进行处理。Furthermore, the dual-frequency fusion algorithm can be performed on the basis of the two sets of reconstructed single-frequency thermoacoustic images, or the two sets of single-frequency thermoacoustic data can be directly processed.
进一步的,双频微波源可由两个可输出相同短脉宽和相同功率但不同频率的独立微波源组成,也可以是一个可变频率但保证其它短脉宽微波参数不变的微波源,其中优选可变频率微波源。Furthermore, the dual-frequency microwave source can be composed of two independent microwave sources that can output the same short pulse width and the same power but different frequencies, or it can be a microwave source with a variable frequency but ensuring that other short pulse width microwave parameters remain unchanged, among which a variable frequency microwave source is preferred.
进一步的,天线可以是覆盖双频范围的宽频带天线,但频率点尽量不为于宽频带天线的边界频率点,也可以是一个针对两个所需辐射频率点或覆盖双频范围的非频变天线,其中优选非频变天线。Furthermore, the antenna can be a wideband antenna covering a dual frequency range, but the frequency point is not at the boundary frequency point of the wideband antenna as much as possible. It can also be a non-frequency-variable antenna for two required radiation frequency points or covering a dual frequency range, among which the non-frequency-variable antenna is preferred.
进一步的,短脉宽微波除频率变化而其它参数不变,且经由损耗参数一致的同长度同轴线,经场分布一致的天线激励被测组织,双频图像所反映的的信息更多依赖于组织自身内在微波吸收系数的变化而减少外在场分布改变的影响。Furthermore, short-pulse microwaves change in frequency but not other parameters, and they excite the tissue under test through coaxial lines of the same length and with consistent loss parameters and antennas with consistent field distribution. The information reflected by the dual-frequency image relies more on changes in the tissue's intrinsic microwave absorption coefficient and reduces the impact of changes in external field distribution.
进一步的,阵列探测器超声探测器、阵列放大器和多通道数据采集卡构成信号探测模块对两组不同频率激励下的热声信号探测,阵列通道数无法完全匹配时采用多路复用技术以保证实时成像,从而保证在活体成像时避免抖动干扰。Furthermore, the array detector ultrasonic detector, array amplifier and multi-channel data acquisition card constitute a signal detection module to detect two groups of thermoacoustic signals under different frequency excitations. When the number of array channels cannot be completely matched, multiplexing technology is used to ensure real-time imaging, thereby avoiding jitter interference during in vivo imaging.
进一步的,本系统可进行仿体和离体以及活体成像,在进行双频成像采集不同微波频率激励下的热声信号时,除频率外其它实验条件尽可能保持不变。Furthermore, the system can perform in vivo, ex vivo and living body imaging. When performing dual-frequency imaging to collect thermoacoustic signals under different microwave frequency excitations, other experimental conditions except the frequency are kept as unchanged as possible.
进一步的,双频融合算法可以在重建后的两组单频热声图像基础上进行,也可以直接对两组单频热声数据进行处理,最后均得到三组热声图像,包括两组单频热声图像和一组双频热声图像。其中,双频融合优选在重建后的两组单频热声图像基础上进行。Furthermore, the dual-frequency fusion algorithm can be performed on the basis of the two sets of reconstructed single-frequency thermoacoustic images, or the two sets of single-frequency thermoacoustic data can be directly processed, and finally three sets of thermoacoustic images are obtained, including two sets of single-frequency thermoacoustic images and one set of dual-frequency thermoacoustic images. Among them, the dual-frequency fusion is preferably performed on the basis of the two sets of reconstructed single-frequency thermoacoustic images.
双频微波源1-1和1-2产生不同频率的短脉宽微波,先后分别经过同轴线1-3和1-4传输至天线1-5将微波辐射至被测组织1-6,组织吸收微波能量产生超声波即热声信号,不同频率微波激励下的热声信号先后由阵列超声探测器1-7探测,被探测的信号经由阵列放大电路1-8进行放大,放大后的信号被多通道数据采集卡1-9采集,从而得到两组不同频率激励下的热声数据,整个流程由计算机1-10控制。根据时域信息与空间位置的关系利用延迟叠加或滤波反投影算法进行两组单频热声图像重建,然后对两组单频热声数据或图像利用融合算法得到双频热声图像。需明确,双频微波诱导中的频率指的是微波中心频率。The dual-frequency microwave sources 1-1 and 1-2 generate short-pulse microwaves of different frequencies, which are transmitted to the antenna 1-5 through the coaxial lines 1-3 and 1-4 respectively, and radiate the microwaves to the tissue 1-6 to be tested. The tissue absorbs the microwave energy to generate ultrasonic waves, that is, thermoacoustic signals. The thermoacoustic signals under the excitation of microwaves of different frequencies are detected by the array ultrasound detector 1-7 in turn. The detected signals are amplified by the array amplifier circuit 1-8, and the amplified signals are collected by the multi-channel data acquisition card 1-9, thereby obtaining two sets of thermoacoustic data under the excitation of different frequencies. The whole process is controlled by the computer 1-10. According to the relationship between the time domain information and the spatial position, the two sets of single-frequency thermoacoustic images are reconstructed using the delayed superposition or filtered back-projection algorithm, and then the two sets of single-frequency thermoacoustic data or images are fused by the algorithm to obtain the dual-frequency thermoacoustic image. It should be clarified that the frequency in the dual-frequency microwave induction refers to the microwave center frequency.
如图2所示,一种基于所述系统的双频微波诱导热声成像方法,其包括以下步骤:As shown in FIG2 , a dual-frequency microwave-induced thermoacoustic imaging method based on the system includes the following steps:
步骤2-1、对于单频微波激励下微波吸收较弱的待提取重建以突出显示的生物组织,选取其理论微波吸收系数变化较大而周围组织微波吸收系数变化较小的频率范围,从而选取此频率范围的两个边界频点,作为进行双频微波诱导热声成像的两个激励频率点;Step 2-1, for biological tissues to be extracted and reconstructed for highlighting with weak microwave absorption under single-frequency microwave excitation, a frequency range in which the theoretical microwave absorption coefficient thereof varies greatly while the microwave absorption coefficient of surrounding tissues varies less is selected, thereby selecting two boundary frequency points of this frequency range as two excitation frequency points for dual-frequency microwave induced thermoacoustic imaging;
步骤2-2、开启各设备,并设置参数进行初始化;Step 2-2, turn on each device and set parameters for initialization;
步骤2-3、将待测生物组织进行固定;Step 2-3, fixing the biological tissue to be tested;
步骤2-4、利用计算机触发双频微波源产生一种中心频率的短脉宽微波,并触发数据采集卡开始工作:一种中心频率的短脉宽微波脉冲经天线辐射至待测生物组织,组织基于热声效应产生超声波即热声信号,热声信号被超声探测器探测,经超声探测器转换为电信号被数据采集卡采集,进而被储存在计算机中并进行单频热声图像重建处理,即此单频激励的热声成像完成;Step 2-4, using a computer to trigger the dual-frequency microwave source to generate a short-pulse-width microwave with a center frequency, and triggering the data acquisition card to start working: a short-pulse-width microwave pulse with a center frequency is radiated to the biological tissue to be tested through the antenna, and the tissue generates an ultrasonic wave, i.e., a thermoacoustic signal, based on the thermoacoustic effect. The thermoacoustic signal is detected by the ultrasonic detector, converted into an electrical signal by the ultrasonic detector, and collected by the data acquisition card, and then stored in the computer and subjected to single-frequency thermoacoustic image reconstruction processing, that is, the thermoacoustic imaging of this single-frequency excitation is completed;
步骤2-5、维持所有实验条件不变;Steps 2-5: Keep all experimental conditions unchanged;
步骤2-6、利用计算机触发双频微波源产生另一种中心频率的短脉宽微波,并触发数据采集卡开始工作:另一种中心频率的短脉宽微波脉冲经天线辐射至待测生物组织,组织基于热声效应产生超声波即热声信号,热声信号被超声探测器探测,经超声探测器转换为电信号被数据采集卡采集,进而被储存在计算机中并进行单频热声图像重建处理,即此单频激励的热声成像完成;Step 2-6, using a computer to trigger the dual-frequency microwave source to generate another short-pulse-width microwave with a center frequency, and triggering the data acquisition card to start working: another short-pulse-width microwave pulse with a center frequency is radiated to the biological tissue to be tested through the antenna, and the tissue generates ultrasonic waves, i.e., thermoacoustic signals, based on the thermoacoustic effect. The thermoacoustic signals are detected by the ultrasonic detector, converted into electrical signals by the ultrasonic detector, and collected by the data acquisition card, and then stored in the computer and processed by single-frequency thermoacoustic image reconstruction, that is, the thermoacoustic imaging of this single-frequency excitation is completed;
步骤2-7、利用双频图像融合算法对已经完成的两幅单频热声图像进行后处理,或直接对储存在计算机种的两组单频热声数据进行处理;Step 2-7, post-processing the two completed single-frequency thermoacoustic images using a dual-frequency image fusion algorithm, or directly processing the two sets of single-frequency thermoacoustic data stored in the computer;
步骤2-8、导出三组图像,其中两组单频热声图像用以分析单频微波能量吸收较强的生物组织和检测相应病变,而双频融合图像用于突出显示单频微波能量吸收较弱而随频率变化微波能量吸收变化较大的组织和检测相应病变。Step 2-8, export three groups of images, of which two groups of single-frequency thermoacoustic images are used to analyze biological tissues with strong single-frequency microwave energy absorption and detect corresponding lesions, and dual-frequency fusion images are used to highlight tissues with weak single-frequency microwave energy absorption but large changes in microwave energy absorption with frequency changes and detect corresponding lesions.
上述实施例阐明的系统、装置、模块或单元,具体可以由计算机芯片或实体实现,或者由具有某种功能的产品来实现。一种典型的实现设备为计算机。具体的,计算机例如可以为个人计算机、膝上型计算机、蜂窝电话、相机电话、智能电话、个人数字助理、媒体播放器、导航设备、电子邮件设备、游戏控制台、平板计算机、可穿戴设备或者这些设备中的任何设备的组合。The systems, devices, modules or units described in the above embodiments may be implemented by computer chips or entities, or by products with certain functions. A typical implementation device is a computer. Specifically, the computer may be, for example, a personal computer, a laptop computer, a cellular phone, a camera phone, a smart phone, a personal digital assistant, a media player, a navigation device, an email device, a game console, a tablet computer, a wearable device, or a combination of any of these devices.
还需要说明的是,术语“包括”、“包含”或者其任何其他变体意在涵盖非排他性的包含,从而使得包括一系列要素的过程、方法、商品或者设备不仅包括那些要素,而且还包括没有明确列出的其他要素,或者是还包括为这种过程、方法、商品或者设备所固有的要素。在没有更多限制的情况下,由语句“包括一个……”限定的要素,并不排除在包括所述要素的过程、方法、商品或者设备中还存在另外的相同要素。It should also be noted that the terms "include", "comprises" or any other variations thereof are intended to cover non-exclusive inclusion, so that a process, method, commodity or device including a series of elements includes not only those elements, but also other elements not explicitly listed, or also includes elements inherent to such process, method, commodity or device. In the absence of more restrictions, the elements defined by the sentence "comprises a ..." do not exclude the existence of other identical elements in the process, method, commodity or device including the elements.
以上这些实施例应理解为仅用于说明本发明而不用于限制本发明的保护范围。在阅读了本发明的记载的内容之后,技术人员可以对本发明作各种改动或修改,这些等效变化和修饰同样落入本发明权利要求所限定的范围。The above embodiments should be understood to be only used to illustrate the present invention and not to limit the protection scope of the present invention. After reading the contents of the present invention, technicians can make various changes or modifications to the present invention, and these equivalent changes and modifications also fall within the scope defined by the claims of the present invention.
Claims (7)
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN202210404646.0A CN114947739B (en) | 2022-04-18 | 2022-04-18 | Dual-frequency microwave induced thermoacoustic imaging system and method |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN202210404646.0A CN114947739B (en) | 2022-04-18 | 2022-04-18 | Dual-frequency microwave induced thermoacoustic imaging system and method |
Publications (2)
Publication Number | Publication Date |
---|---|
CN114947739A CN114947739A (en) | 2022-08-30 |
CN114947739B true CN114947739B (en) | 2024-06-21 |
Family
ID=82977856
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN202210404646.0A Active CN114947739B (en) | 2022-04-18 | 2022-04-18 | Dual-frequency microwave induced thermoacoustic imaging system and method |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN114947739B (en) |
Family Cites Families (25)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US6567688B1 (en) * | 1999-08-19 | 2003-05-20 | The Texas A&M University System | Methods and apparatus for scanning electromagnetically-induced thermoacoustic tomography |
US20050251018A1 (en) * | 2001-02-13 | 2005-11-10 | Gleman Stuart M | Radio-frequency imaging system for medical and other applications |
US7266407B2 (en) * | 2003-11-17 | 2007-09-04 | University Of Florida Research Foundation, Inc. | Multi-frequency microwave-induced thermoacoustic imaging of biological tissue |
WO2007044741A2 (en) * | 2005-10-11 | 2007-04-19 | University Of Florida Research Foundation, Inc. | System, device, and methods for resonant thermal acoustic imaging |
US20080123083A1 (en) * | 2006-11-29 | 2008-05-29 | The Regents Of The University Of Michigan | System and Method for Photoacoustic Guided Diffuse Optical Imaging |
CN100548215C (en) * | 2007-01-30 | 2009-10-14 | 华南师范大学 | A kind of method and device thereof that utilizes thermal acoustic imaging to detect foreign body |
US8254524B2 (en) * | 2009-01-29 | 2012-08-28 | The Invention Science Fund I, Llc | Diagnostic delivery service |
WO2010103469A1 (en) * | 2009-03-12 | 2010-09-16 | Koninklijke Philips Electronics, N.V. | Sonolysis of blood clots using low power, coded excitation pulses |
US20110288411A1 (en) * | 2010-05-24 | 2011-11-24 | Stephen Anthony Cerwin | Multi-Mode Induced Acoustic Imaging Systems And Methods |
CA2722001A1 (en) * | 2010-09-15 | 2012-03-15 | Andrew I. Sommerville | Multi-maser ablation therapy (mmat) |
EP2829871A1 (en) * | 2013-07-26 | 2015-01-28 | Helmholtz Zentrum München Forschungszentrum für Gesundheit und Umwelt GmbH | Sensor device and method for thermoacoustic measurement of electromagnetic fields |
US9959477B2 (en) * | 2014-03-03 | 2018-05-01 | The Board Of Trustees Of The Leland Stanford Junior University | Mapping of blood vessels for biometric authentication |
US11289320B2 (en) * | 2015-03-06 | 2022-03-29 | Micromass Uk Limited | Tissue analysis by mass spectrometry or ion mobility spectrometry |
US10028662B2 (en) * | 2015-05-14 | 2018-07-24 | Endra Life Sciences Inc. | Systems and methods for imaging biological tissue structures |
WO2017008020A1 (en) * | 2015-07-08 | 2017-01-12 | The Johns Hopkins University | Tissue ablation and assessment system and method of use thereof |
CN106073778B (en) * | 2016-07-08 | 2019-01-29 | 华南师范大学 | A kind of microwave thermoacoustic breast imaging detection device and method based on flexible detector |
CN107788980B (en) * | 2017-10-25 | 2021-08-10 | 华南师范大学 | Microwave thermoacoustic-color ultrasonic bimodal nutrition perfusion volume detection device |
CN208270510U (en) * | 2018-06-25 | 2018-12-21 | 长沙海纳光电科技有限公司 | A kind of unburned carbon in flue dust on-line measurement system based on infrared absorption method |
CN110179498A (en) * | 2019-07-02 | 2019-08-30 | 四川大学华西医院 | A kind of thermal acoustic imaging system and its control method for lymphedema imaging |
CN110243454B (en) * | 2019-07-08 | 2020-06-19 | 西安交通大学 | Experimental system and method of microbubble synergy kinetics based on dual-frequency superimposed ultrasonic pulses in viscoelastic media |
CN112773351B (en) * | 2019-11-07 | 2024-03-22 | 华南师范大学 | Thermo-acoustic imaging device and method based on oil-free coupling and impedance matching compact probe |
US11172829B2 (en) * | 2020-04-21 | 2021-11-16 | Endra Life Sciences Inc. | Thermoacoustic transducer with integrated switch |
CN113273987A (en) * | 2021-05-26 | 2021-08-20 | 苏州立威新谱生物科技有限公司 | Disease detection system based on microwave thermoacoustic imaging and use method |
CN113820398A (en) * | 2021-09-30 | 2021-12-21 | 电子科技大学 | A polarized microwave thermoacoustic imaging device and method |
CN114176554B (en) * | 2021-12-07 | 2024-07-19 | 重庆邮电大学 | Multi-pulse-width microwave excitation multi-scale thermo-acoustic imaging method and system |
-
2022
- 2022-04-18 CN CN202210404646.0A patent/CN114947739B/en active Active
Non-Patent Citations (2)
Title |
---|
快速微波热声层析成像在生物医学中的潜在应用;娄存广;邢达;聂立铭;;激光生物学报;20080815(04);全文 * |
脉冲微波辐射场空间分布的热声成像研究;毕欣;黄林;杜劲松;齐伟智;高扬;荣健;蒋华北;物理学报;20151231(001);全文 * |
Also Published As
Publication number | Publication date |
---|---|
CN114947739A (en) | 2022-08-30 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
JP5490198B2 (en) | Wide beam imaging | |
Telenkov et al. | Signal-to-noise analysis of biomedical photoacoustic measurements in time and frequency domains | |
US20110231160A1 (en) | Subject information processing apparatus, subject information processing method, and subject information processing program | |
US9888856B2 (en) | Photoacoustic image generation apparatus, system and method | |
JP2009207883A (en) | Biological information imaging apparatus and biological information analyzing method | |
CN103202688B (en) | Ultrashort pulse microwave thermal sound breast imaging checkout gear | |
WO2012140865A1 (en) | Object information acquiring apparatus and object information acquiring method | |
CN107713990A (en) | A kind of thermoacoustic, optoacoustic, ultrasonic three mode tumor of breast detection means and method | |
KR101610874B1 (en) | Module for Processing Ultrasonic Signal Based on Spatial Coherence and Method for Processing Ultrasonic Signal | |
CN110361357B (en) | Single-array-element photoacoustic spectrum signal acquisition system and method for skin detection | |
CN100434042C (en) | Method and device for optical and ultrasonic acquisition and tomographic imaging of biological tissue | |
JP2014076153A (en) | Subject information acquisition device and control method therefor | |
Alshaya et al. | Spatial resolution and contrast enhancement in photoacoustic imaging with filter delay multiply and sum beamforming technique | |
JP6222936B2 (en) | Apparatus and image generation method | |
WO2013094170A1 (en) | Photoacoustic imaging method and apparatus | |
Savateeva et al. | Noninvasive detection and staging of oral cancer in vivo with confocal optoacoustic tomography | |
Jin et al. | Passive ultrasound aided acoustic resolution photoacoustic microscopy imaging for layered heterogeneous media | |
CN114176554B (en) | Multi-pulse-width microwave excitation multi-scale thermo-acoustic imaging method and system | |
Xu et al. | Signal processing in scanning thermoacoustic tomography in biological tissues | |
JP4874497B2 (en) | Wide beam imaging | |
CN114947739B (en) | Dual-frequency microwave induced thermoacoustic imaging system and method | |
Zhao et al. | A thermoacoustic imaging system with variable curvature and multi-dimensional detection adapted to breast tumor screening | |
Park et al. | Photoacoustic imaging using array transducer | |
CN115177233B (en) | A method for detecting biological tissue using the photoacoustic effect of terahertz waves and its application | |
US20100278401A1 (en) | Wideband bio-imaging system and related methods |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
PB01 | Publication | ||
PB01 | Publication | ||
SE01 | Entry into force of request for substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
GR01 | Patent grant | ||
GR01 | Patent grant |