CN117057182A - Aortic valve stent contact finite element simulation method based on numerical simulation - Google Patents
Aortic valve stent contact finite element simulation method based on numerical simulation Download PDFInfo
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Abstract
Description
技术领域Technical field
本发明属于生物力学仿真技术领域,具体涉及一种基于数值模拟的主动脉瓣膜支架接触有限元仿真方法。The invention belongs to the field of biomechanical simulation technology, and specifically relates to a finite element simulation method of aortic valve stent contact based on numerical simulation.
背景技术Background technique
主动脉是体循环中的主干血管,主动脉瓣位于左心室和主动脉之间,是抑制射入主动脉的血流回流入左心室的薄膜,承担着压力与损耗。主动脉瓣是位于左心室和主动脉之间,抑制射入主动脉的血流回流入左心室的薄膜。因为处于中心位置,主动脉瓣与各个心腔和瓣膜关系密切。在每一个心动周期都会经历一次打开和关闭的过程。而频繁的压力作用导致主动脉瓣成为人体中容易发生病变的部位。主动脉瓣发生病变则会严重威胁到人类的生命安全,严重的主动脉瓣病变会引起心脏前后负荷升高,进而发展为左心心力衰竭,甚至导致患者猝死。主动脉瓣的主要病变类型为钙化、变形等物理病变,钙化阻碍了小叶的全范围运动,导致从左心室到主动脉的血流受阻,心室功能不全。由于缺乏有效的靶向治疗药物,经导管主动脉瓣置换术(TAVR)成为治疗的主要手段,相比于传统的开胸手术,以介入方法植入支架替换病变瓣膜,该手术将人工瓣膜经过主动脉输送到靠近左心室的位置,在主动脉瓣处释放,以人工瓣膜替代原生的瓣膜进行工作,无需开胸对身体损伤小。The aorta is the main blood vessel in the systemic circulation. The aortic valve is located between the left ventricle and the aorta. It is a membrane that prevents the blood flow from the aorta from returning to the left ventricle, and is responsible for pressure and loss. The aortic valve is a membrane located between the left ventricle and the aorta that prevents blood flow from the aorta from flowing back into the left ventricle. Because of its central location, the aortic valve has a close relationship with the various heart chambers and valves. It goes through an opening and closing process with every cardiac cycle. Frequent pressure causes the aortic valve to become a disease-prone part of the human body. Aortic valve disease will seriously threaten human life safety. Severe aortic valve disease will cause the heart's front and rear load to increase, which will then develop into left heart failure and even lead to sudden death of the patient. The main disease types of the aortic valve are physical lesions such as calcification and deformation. Calcification hinders the full range of movement of the leaflets, resulting in obstruction of blood flow from the left ventricle to the aorta and ventricular dysfunction. Due to the lack of effective targeted therapeutic drugs, transcatheter aortic valve replacement (TAVR) has become the main method of treatment. Compared with traditional thoracotomy, an interventional method is used to implant a stent to replace the diseased valve. This operation involves the artificial valve passing through The aorta is transported to a position close to the left ventricle, and is released at the aortic valve. The artificial valve replaces the native valve to work, without the need for thoracotomy and minimal damage to the body.
目前的术前规划主要方式为,通过术前和术中成像的测量结果,判断与评估人工瓣膜的型号选择与植入位置。对主动脉根部进行CT图像采集,完成主动脉瓣环的确定与测量,测量出左室流出道、主动脉窦、窦管结合部,测量升主动脉内径、周长、冠状动脉开口距瓣环的高度、粥样硬化情况、钙化分布情况等,通过MDCT成像,可以清晰地了解主动脉瓣瓣叶的形态、瓣叶及瓣环交界处的钙化的形态和程度,可作为超声成像的补充。借由图像采集的方式,临床医生得以通过图像数据完成对手术的风险评估。此种评估方法对与临床医生的经验依赖性比较高,且缺乏定量判断的数值依据,评估结果的准确性不佳。The current main method of preoperative planning is to judge and evaluate the model selection and implantation position of the artificial valve through the measurement results of preoperative and intraoperative imaging. Collect CT images of the aortic root, complete the determination and measurement of the aortic annulus, measure the left ventricular outflow tract, aortic sinus, and sinotubular junction, and measure the ascending aorta inner diameter, circumference, and coronary artery opening distance from the annulus. height, atherosclerosis, calcification distribution, etc., through MDCT imaging, we can clearly understand the shape of the aortic valve leaflets, the shape and degree of calcification at the junction of the leaflets and annulus, and can be used as a supplement to ultrasound imaging. Through image acquisition, clinicians can complete surgical risk assessment through image data. This assessment method is highly dependent on the experience of clinicians, lacks numerical basis for quantitative judgment, and results in poor accuracy.
发明内容Contents of the invention
为了解决现有技术中存在的上述问题,本发明提供了一种基于数值模拟的主动脉瓣膜支架接触有限元仿真方法。本发明要解决的技术问题通过以下技术方案实现:In order to solve the above problems existing in the prior art, the present invention provides a finite element simulation method of aortic valve stent contact based on numerical simulation. The technical problems to be solved by the present invention are achieved through the following technical solutions:
一种基于数值模拟的主动脉瓣膜支架接触有限元仿真方法,包括以下步骤:A finite element simulation method of aortic valve stent contact based on numerical simulation, including the following steps:
步骤一,基于心血管影像数据和心血管造影图像,通过计算机三维建模重建患者的心脏的原始三维模型,并构建原始人工主动脉瓣膜支架三维模型;其中,所述原始三维模型包括:指示主动脉根部、主动脉瓣和左心室流出道的原始心脏三维模型和钙化斑块三维模型;Step 1: Based on the cardiovascular imaging data and cardiovascular angiography images, the original three-dimensional model of the patient's heart is reconstructed through computer three-dimensional modeling, and the original three-dimensional model of the artificial aortic valve stent is constructed; wherein the original three-dimensional model includes: indicating the main Original cardiac 3D model and calcified plaque 3D model of the arterial root, aortic valve and left ventricular outflow tract;
步骤二,将所述原始心脏三维模型、所述钙化斑块三维模型和所述原始人工主动脉瓣膜支架三维模型导入有限元仿真软件中,分别设置所述原始心脏三维模型、所述钙化斑块三维模型和所述原始人工主动脉瓣膜支架三维模型的生物力学参数和对应的分析模型;Step 2: Import the original three-dimensional heart model, the three-dimensional model of the calcified plaque, and the original three-dimensional model of the artificial aortic valve stent into the finite element simulation software, and set the original three-dimensional model of the heart and the three-dimensional model of the calcified plaque respectively. The biomechanical parameters of the three-dimensional model and the three-dimensional model of the original artificial aortic valve stent and the corresponding analysis model;
步骤三,设置所述分析模型的边界条件,并对所述原始心脏三维模型、所述钙化斑块三维模型和所述原始人工主动脉瓣膜支架三维模型进行网格划分,确定网格数据;Step 3: Set the boundary conditions of the analysis model, mesh the original heart three-dimensional model, the calcified plaque three-dimensional model and the original artificial aortic valve stent three-dimensional model, and determine the mesh data;
步骤四,根据所述生物力学参数、所述边界条件、所述网格数据和所述分析模型进行有限元仿真计算,得到心脏三维应力云图和支架三维应力云图;Step 4: Perform finite element simulation calculations based on the biomechanical parameters, the boundary conditions, the grid data and the analysis model to obtain a three-dimensional stress cloud diagram of the heart and a three-dimensional stress cloud diagram of the scaffold;
步骤五,根据所述心脏三维应力云图和所述支架三维应力云图和对应的数据确定冠脉阻塞风险指数和术后瓣周漏风险指数。Step 5: Determine the coronary artery obstruction risk index and postoperative paravalvular leakage risk index based on the three-dimensional stress cloud map of the heart and the three-dimensional stress cloud map of the stent and corresponding data.
在本发明的一个实施例中,所述方法还包括:In one embodiment of the invention, the method further includes:
通过计算机断层扫描获得术前的患者的所述心血管影像数据,并通过造影系统和心电门控系统获取患者注射造影剂后的所述心血管造影图像。The cardiovascular imaging data of the patient before surgery are obtained through computed tomography, and the cardiovascular imaging data after the contrast agent is injected into the patient are obtained through a contrast imaging system and an electrocardiogram gating system.
在本发明的一个实施例中,生物力学参数包括杨氏模量、泊松比和密度中的一种或多种。In one embodiment of the invention, the biomechanical parameter includes one or more of Young's modulus, Poisson's ratio and density.
在本发明的一个实施例中,所述原始心脏三维模型的分析模型为超弹性模型;所述钙化斑块三维模型的分析模型为线性弹性模型;In one embodiment of the present invention, the analytical model of the original three-dimensional heart model is a hyperelastic model; the analytical model of the three-dimensional calcified plaque model is a linear elastic model;
所述超弹性模型的表达式为:The expression of the hyperelastic model is:
在本发明的一个实施例中,所述钙化斑块三维模型为线性弹性模型。In one embodiment of the present invention, the three-dimensional model of calcified plaque is a linear elastic model.
在本发明的一个实施例中,所述边界条件包括原始心脏三维模型的主动脉根部的分割位置的固定约束和所述原始人工主动脉瓣膜支架三维模型的z方向和沿径向向外的指定位移。In one embodiment of the present invention, the boundary conditions include a fixed constraint on the segmentation position of the aortic root of the original three-dimensional heart model and a designation of the z direction and radial outward direction of the original three-dimensional artificial aortic valve stent model. Displacement.
在本发明的一个实施例中,所述z方向的指定位移为0;In one embodiment of the present invention, the specified displacement in the z direction is 0;
所述沿径向向外的指定位移为:The specified displacement along the radial direction is:
其中,a表示原始人工主动脉瓣膜支架三维模型扩张的距离,X表示添加到x方向的指定位移,Y表示添加到y方向的指定位移。Among them, a represents the expansion distance of the original artificial aortic valve stent three-dimensional model, X represents the specified displacement added to the x direction, and Y represents the specified displacement added to the y direction.
本发明的有益效果:Beneficial effects of the present invention:
本发明通过有限元仿真的方式模拟手术过程的主动脉所受到的压力分布情况,以便有效、准确地得到患者特异性的生理状态模拟信息,从而判断各人工瓣膜支架物理模型的植入可能引起的术后风险指数,不仅提高了手术风险评估的准确性,还能够为人工瓣膜支架的设计提供参考数据,为进一步优化人工瓣膜的设计与开发提供有效参考。The present invention simulates the pressure distribution of the aorta during the operation through finite element simulation, so as to effectively and accurately obtain patient-specific physiological state simulation information, thereby determining possible problems caused by the implantation of the physical model of each artificial valve stent. The postoperative risk index not only improves the accuracy of surgical risk assessment, but also provides reference data for the design of artificial valve stents, and provides an effective reference for further optimizing the design and development of artificial valves.
以下将结合附图及实施例对本发明做进一步详细说明。The present invention will be further described in detail below with reference to the accompanying drawings and examples.
附图说明Description of the drawings
图1为本发明实施例提供的一种基于数值模拟的主动脉瓣膜支架接触有限元仿真方法的流程示意图;Figure 1 is a schematic flow chart of a finite element simulation method of aortic valve stent contact based on numerical simulation provided by an embodiment of the present invention;
图2为本发明实施例提供的原始心脏三维模型、钙化斑块三维模型和原始人工主动脉瓣膜支架三维模型网格划分示意图;Figure 2 is a schematic diagram of the meshing of the original three-dimensional heart model, the three-dimensional model of calcified plaque and the three-dimensional model of the original artificial aortic valve stent provided by the embodiment of the present invention;
图3为本发明实施例提供的心脏三维应力云图和支架三维应力云图。Figure 3 is a three-dimensional stress cloud diagram of the heart and a three-dimensional stress cloud diagram of the stent provided by the embodiment of the present invention.
具体实施方式Detailed ways
下面结合具体实施例对本发明做进一步详细的描述,但本发明的实施方式不限于此。The present invention will be described in further detail below with reference to specific examples, but the implementation of the present invention is not limited thereto.
实施例一Embodiment 1
如图1所示,一种基于数值模拟的主动脉瓣膜支架接触有限元仿真方法,包括以下步骤:As shown in Figure 1, a finite element simulation method of aortic valve stent contact based on numerical simulation includes the following steps:
步骤一,基于心血管影像数据和心血管造影图像,通过计算机三维建模重建患者的心脏的原始三维模型,并构建原始人工主动脉瓣膜支架三维模型。Step 1: Based on the cardiovascular imaging data and cardiovascular angiography images, the original three-dimensional model of the patient's heart is reconstructed through computer three-dimensional modeling, and the original three-dimensional model of the artificial aortic valve stent is constructed.
其中,原始三维模型包括:指示主动脉根部、主动脉瓣和左心室流出道的原始心脏三维模型和钙化斑块三维模型。Among them, the original three-dimensional model includes: the original three-dimensional heart model indicating the aortic root, aortic valve and left ventricular outflow tract and the three-dimensional model of calcified plaque.
在步骤一之前,通过计算机断层扫描获得TAVR术前的患者的心血管影像数据,提取分割出主动脉根部、主动脉瓣、左心室流出道、钙化斑块部分的影像数据。该心血管影像数据是未注射造影剂的心血管影像。之后患者注射造影剂后,通过造影设备扫描,并可以采用心电门控辅助进行扫描,进行心血管造影图像的获取。Before step one, obtain the cardiovascular image data of the patient before TAVR through computed tomography, and extract and segment the image data of the aortic root, aortic valve, left ventricular outflow tract, and calcified plaque parts. The cardiovascular imaging data are cardiovascular images without contrast agent injection. After the patient is injected with contrast agent, he or she is scanned by the contrast equipment, and ECG gating can be used to assist in scanning to obtain cardiovascular contrast images.
这里,原始人工主动脉瓣膜支架三维模型可以根据所要使用的支架的型号的相关数据进行构建。Here, the three-dimensional model of the original prosthetic aortic valve stent can be constructed based on the relevant data of the model of the stent to be used.
步骤二,将原始心脏三维模型、钙化斑块三维模型和原始人工主动脉瓣膜支架三维模型导入有限元仿真软件中,分别设置原始心脏三维模型、钙化斑块三维模型和原始人工主动脉瓣膜支架三维模型的生物力学参数和对应的分析模型。生物力学参数包括杨氏模量、泊松比和密度中的一种或多种。Step 2: Import the original 3D heart model, the calcified plaque 3D model and the original artificial aortic valve stent 3D model into the finite element simulation software, and set the original heart 3D model, the calcified plaque 3D model and the original artificial aortic valve stent 3D model respectively. Biomechanical parameters of the model and corresponding analytical models. The biomechanical parameters include one or more of Young's modulus, Poisson's ratio, and density.
具体地,将原始心脏三维模型和钙化斑块三维模型导入有限元仿真软件中,并设置原始心脏三维模型和钙化斑块的生物力学参数以及相关的其他参数,并设定好初始位置。然后将原始人工主动脉瓣膜支架三维模型导入有限元仿真软件中,将原始人工主动脉瓣膜支架三维模型的位置设置为在原始心脏三维模型上的初始植入位置,并设置原始人工主动脉瓣膜支架三维模型的生物力学参数和其他相关参数。同时,设定原始心脏三维模型的分析模型为超弹性模型,钙化斑块三维模型的分析模型为线性弹性模型,原始人工主动脉瓣膜支架三维模型为描述规则形状的数学模型(例如圆管形状)。Specifically, the original three-dimensional heart model and the three-dimensional model of the calcified plaque were imported into the finite element simulation software, and the biomechanical parameters of the original three-dimensional heart model and the calcified plaque and other related parameters were set, and the initial position was set. Then import the original artificial aortic valve stent 3D model into the finite element simulation software, set the position of the original artificial aortic valve stent 3D model to the initial implantation position on the original heart 3D model, and set the original artificial aortic valve stent Biomechanical parameters and other relevant parameters of the three-dimensional model. At the same time, the analysis model of the original three-dimensional heart model is set as a hyperelastic model, the analysis model of the three-dimensional calcified plaque model is a linear elastic model, and the original three-dimensional artificial aortic valve stent model is a mathematical model describing a regular shape (such as a circular tube shape) .
考虑到心脏组织的力学特性比经典的力学复杂很多。通常用来刻画拉伸、剪切、扭转的力学行为的胡克定律已不足满足心脏组织的力学行为。心脏组织力学性质:粘弹性、超弹性、各向异性、非线性、不可压缩性。因此主动脉部位的物理模型需要用超弹性模型进行描述。采用双参数的Mooney-Rivlin本构模型描述主动脉根部、主动脉瓣、左心室流出道的物理性质:Considering that the mechanical properties of cardiac tissue are much more complex than classical mechanics. Hooke's law, which is usually used to describe the mechanical behavior of stretching, shearing, and torsion, is no longer sufficient to satisfy the mechanical behavior of cardiac tissue. Mechanical properties of cardiac tissue: viscoelasticity, superelasticity, anisotropy, nonlinearity, and incompressibility. Therefore, the physical model of the aorta needs to be described by a hyperelastic model. The two-parameter Mooney-Rivlin constitutive model is used to describe the physical properties of the aortic root, aortic valve, and left ventricular outflow tract:
将上式展开后得到:After expanding the above formula, we get:
其中,W表示弹性应变能,C10、C01、d表示参数,参数C10=0.83778,C01=-0.42406,I1和I2分别表示应变张量的第一不变量和第二不变量,J表示体积变形。Among them, W represents elastic strain energy, C 10 , C 01 , and d represent parameters. Parameters C 10 =0.83778, C 01 =-0.42406, I 1 and I 2 represent the first invariant and the second invariant of the strain tensor respectively. , J represents volume deformation.
在一种可行的实现方式中,原始人工主动脉瓣膜支架三维模型可以在步骤一中进行预先构建,也可以在进行步骤二时,在有限元仿真软件中进行构建。在将各个模型导入有限元软件后,可以通过设置相关参数对各个模型进行简化。In a feasible implementation method, the original three-dimensional model of the artificial aortic valve stent can be pre-constructed in step one, or can be constructed in the finite element simulation software when performing step two. After each model is imported into the finite element software, each model can be simplified by setting relevant parameters.
步骤三,设置分析模型的边界条件,并对原始三维模型和原始人工主动脉瓣膜支架三维模型进行网格划分,确定网格数据。Step three: Set the boundary conditions of the analysis model, mesh the original three-dimensional model and the original three-dimensional model of the artificial aortic valve stent, and determine the mesh data.
本步骤中,边界条件包括接触对、固定约束、源边界(支架外表面)、目标边界(主动脉瓣的内壁)等。In this step, boundary conditions include contact pairs, fixed constraints, source boundaries (outer surface of the stent), target boundaries (inner wall of the aortic valve), etc.
设置边界条件还包括:设定主动脉根部、主动脉瓣、钙化斑块形成联合体,为主动脉根部的分割位置添加固定约束,并设置约束其z方向的指定位移为0,在人工瓣膜的内侧添加垂直于切面向外的位移条件:Setting boundary conditions also includes: setting the aortic root, aortic valve, and calcified plaque to form a union, adding fixed constraints to the segmentation position of the aortic root, and setting the specified displacement in the z direction to 0. Add a displacement condition perpendicular to the tangential surface on the inside:
其中,a表示原始人工主动脉瓣膜支架三维模型扩张的距离,X是添加到x方向的指定位移,Y是添加到y方向的指定位移。Among them, a represents the expansion distance of the original artificial aortic valve stent three-dimensional model, X is the specified displacement added to the x direction, and Y is the specified displacement added to the y direction.
为各部分划分网格时,采用三角形网格、扫掠、自由四面体网格等方式,结合具体的模型的几何情况,对网格进行划分,如图2所示。When dividing the mesh for each part, triangular mesh, sweep, free tetrahedral mesh, etc. are used to divide the mesh based on the specific geometric conditions of the model, as shown in Figure 2.
步骤四,根据生物力学参数、边界条件、网格数据和分析模型进行有限元仿真计算,得到心脏三维应力云图和支架三维应力云图。本步骤中,通过有限元仿真的方式模拟手术过程的人工主动脉瓣膜支架的释放过程和与主动脉瓣的接触过程所受到的压力分布情况,有限元仿真计算结束,得到仿真结果(原始人工主动脉瓣膜支架三维模型释放扩张之后的心脏三维模型和钙化斑块三维模型对应的心脏三维应力云图以及原始人工主动脉瓣膜支架三维模型释放扩张之后的支架三维应力云图,如图3所示)。Step 4: Perform finite element simulation calculations based on biomechanical parameters, boundary conditions, grid data and analysis models to obtain a three-dimensional stress cloud map of the heart and a three-dimensional stress cloud map of the scaffold. In this step, finite element simulation is used to simulate the release process of the artificial aortic valve stent during the operation and the pressure distribution during the contact process with the aortic valve. The finite element simulation calculation is completed and the simulation results (original artificial aortic valve stent) are obtained. The three-dimensional stress cloud diagram of the heart corresponding to the three-dimensional heart model after the three-dimensional model of the arterial valve stent is released and expanded, and the three-dimensional model of the calcified plaque, as well as the three-dimensional stress cloud diagram of the stent after the three-dimensional model of the original artificial aortic valve stent is released and expanded, as shown in Figure 3).
步骤五,根据心脏三维应力云图和支架三维应力云图和对应的数据确定冠脉阻塞风险指数和术后瓣周漏风险指数。Step 5: Determine the coronary artery obstruction risk index and postoperative paravalvular leakage risk index based on the three-dimensional stress cloud map of the heart and the three-dimensional stress cloud map of the stent and the corresponding data.
本步骤中,在心脏三维应力云图和支架三维应力云图上进行测量,可以得到相关的数据,例如测量得到冠脉开口到人工瓣膜的距离,根据冠脉开口到人工瓣膜的距离评估冠脉阻塞发生的风险指数,例如冠脉开口到人工瓣膜的距离与距离阈值进行比较,比较结果对应冠脉阻塞发生的风险指数。根据测量得到的原始人工主动脉瓣膜支架三维模型的扩张的数据,评估术后瓣周漏的发生风险指数。In this step, measurements are made on the three-dimensional stress cloud map of the heart and the three-dimensional stress cloud map of the stent to obtain relevant data. For example, the distance from the coronary artery opening to the artificial valve is measured, and the occurrence of coronary artery obstruction is evaluated based on the distance from the coronary artery opening to the artificial valve. The risk index, such as the distance from the coronary artery opening to the artificial valve, is compared with the distance threshold, and the comparison result corresponds to the risk index for coronary artery obstruction. Based on the measured expansion data of the three-dimensional model of the original prosthetic aortic valve stent, the risk index of postoperative paravalvular leakage was evaluated.
本发明提供的基于数值模拟的主动脉瓣膜支架接触有限元仿真方法,预先基于计算机断层扫描获取到真实的患者的主动脉根部心血管影像数据,并在此基础上通过计算机三维建模重建出患者的主动脉根部、主动脉瓣等部位的三维模型,利用有限元仿真,可以模拟不同的原始人工主动脉瓣膜支架三维模型导入释放的过程,能够得到对应各种不同的原始人工主动脉瓣膜支架三维模型的模拟结果,从而判断各原始人工主动脉瓣膜支架三维模型的植入可能引起的术后风险信息,根据有限元仿真的情况,为临床人工瓣膜设计和临床经导管主动脉瓣置换手术提供数据参考。The aortic valve stent contact finite element simulation method based on numerical simulation provided by the present invention obtains the real patient's aortic root cardiovascular imaging data based on computed tomography in advance, and on this basis, reconstructs the patient through computer three-dimensional modeling. The three-dimensional model of the aortic root, aortic valve and other parts, using finite element simulation, can simulate the introduction and release process of different original artificial aortic valve stent 3D models, and can obtain the 3D corresponding to various original artificial aortic valve stents. The simulation results of the model can be used to determine the postoperative risk information that may be caused by the implantation of each original three-dimensional artificial aortic valve stent model, and provide data for clinical artificial valve design and clinical transcatheter aortic valve replacement surgery based on the finite element simulation. refer to.
此外,术语“第一”、“第二”仅用于描述目的,而不能理解为指示或暗示相对重要性或者隐含指明所指示的技术特征的数量。由此,限定有“第一”、“第二”的特征可以明示或者隐含地包括一个或者更多个该特征。在本发明的描述中,“多个”的含义是两个或两个以上,除非另有明确具体的限定。In addition, the terms “first” and “second” are used for descriptive purposes only and cannot be understood as indicating or implying relative importance or implicitly indicating the quantity of indicated technical features. Therefore, features defined as "first" and "second" may explicitly or implicitly include one or more of these features. In the description of the present invention, "plurality" means two or more than two, unless otherwise explicitly and specifically limited.
在本说明书的描述中,参考术语“一个实施例”、“一些实施例”、“示例”、“具体示例”、或“一些示例”等的描述意指结合该实施例或示例描述的具体特征、结构、材料或者特点包含于本发明的至少一个实施例或示例中。在本说明书中,对上述术语的示意性表述不必须针对的是相同的实施例或示例。而且,描述的具体特征、结构、材料或者特点可以在任何的一个或多个实施例或示例中以合适的方式结合。此外,本领域的技术人员可以将本说明书中描述的不同实施例或示例进行接合和组合。In the description of this specification, reference to the terms "one embodiment," "some embodiments," "an example," "specific examples," or "some examples" or the like means that specific features are described in connection with the embodiment or example. , structures, materials or features are included in at least one embodiment or example of the invention. In this specification, the schematic expressions of the above terms are not necessarily directed to the same embodiment or example. Furthermore, the specific features, structures, materials or characteristics described may be combined in any suitable manner in any one or more embodiments or examples. Furthermore, those skilled in the art may join and combine the different embodiments or examples described in this specification.
以上内容是结合具体的优选实施方式对本发明所作的进一步详细说明,不能认定本发明的具体实施只局限于这些说明。对于本发明所属技术领域的普通技术人员来说,在不脱离本发明构思的前提下,还可以做出若干简单推演或替换,都应当视为属于本发明的保护范围。The above content is a further detailed description of the present invention in combination with specific preferred embodiments, and it cannot be concluded that the specific implementation of the present invention is limited to these descriptions. For those of ordinary skill in the technical field to which the present invention belongs, several simple deductions or substitutions can be made without departing from the concept of the present invention, and all of them should be regarded as belonging to the protection scope of the present invention.
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