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On the Numerical Evaluation of Wall Shear Stress Using the Finite Element Method 基于有限元法的墙体剪应力数值计算
IF 2.4 4区 医学 Q3 ENGINEERING, BIOMEDICAL Pub Date : 2025-09-12 DOI: 10.1002/cnm.70086
Jana Brunátová, Jørgen S. Dokken, Kristian Valen-Sendstad, Jaroslav Hron

Wall shear stress (WSS) is a crucial hemodynamic quantity extensively studied in cardiovascular research, yet its numerical computation is not straightforward. This work compares WSS results obtained from two different finite element discretizations, quantifies the differences between continuous and discontinuous stresses, and introduces a modified variationally consistent method for WSS evaluation through the formulation of a boundary-flux problem. Two benchmark problems are considered: a 2D Stokes flow on a unit square and a 3D Poiseuille flow through a cylindrical pipe. These are followed by investigations of steady-state Navier–Stokes flow in two image-based, patient-specific aneurysms. The study focuses on P1/P1 stabilized and Taylor–Hood P2/P1 mixed finite elements for velocity and pressure. WSS is computed using either the proposed boundary-flux method or as a projection of tangential traction onto first order Lagrange (P1), discontinuous Galerkin first order (DG-1), or discontinuous Galerkin zero order (DG-0) space. For the P1/P1 stabilized element, the boundary-flux and P1 projection methods yielded equivalent results. With the P2/P1 element, the boundary-flux evaluation demonstrated faster convergence in the Poiseuille flow example but showed increased sensitivity to pressure field inaccuracies in image-based geometries compared to the projection method. Furthermore, a paradoxical degradation in WSS accuracy was observed when combining the P2/P1 element with fine boundary-layer meshes on a cylindrical geometry, an effect attributed to inherent geometric approximation errors. In aneurysm geometries, the P2/P1 element exhibited superior robustness to mesh size when evaluating average WSS and low shear area (LSA), outperforming the P1/P1 stabilized element. Projecting discontinuous finite element functions into continuous spaces can introduce artifacts, such as the Gibbs phenomenon. Consequently, it is crucial to carefully select the finite element space for boundary stress calculations, not only in applications involving WSS computations for aneurysms.

壁面剪切应力(Wall shear stress, WSS)是心血管研究中一个重要的血流动力学量,但其数值计算并不简单。本文比较了两种不同的有限元离散得到的WSS结果,量化了连续和不连续应力之间的差异,并通过边界通量问题的形式引入了一种改进的变分一致方法来评估WSS。考虑了两个基准问题:单位正方形上的二维斯托克斯流和通过圆柱形管道的三维泊泽维尔流。接下来是对两个基于图像的患者特异性动脉瘤的稳态Navier-Stokes流的研究。研究重点是P1/P1稳定有限元和Taylor-Hood P2/P1混合有限元的速度和压力。WSS可以使用所提出的边界通量法或作为切向牵引在一阶拉格朗日(P1)、不连续Galerkin一阶(DG-1)或不连续Galerkin零阶(DG-0)空间上的投影来计算。对于P1/P1稳定单元,边界通量法和P1投影法得到了等效的结果。使用P2/P1单元时,边界通量评估在泊泽维尔流示例中显示出更快的收敛速度,但与投影方法相比,在基于图像的几何中对压力场不准确性的敏感性增加。此外,当将P2/P1单元与圆柱几何体上的精细边界层网格结合时,观察到WSS精度的矛盾退化,这归因于固有的几何近似误差。在动脉瘤几何形状中,当评估平均WSS和低剪切面积(LSA)时,P2/P1元件对网格尺寸的稳稳性优于P1/P1稳定元件。将不连续的有限元函数投射到连续空间中可能会引入伪影,比如吉布斯现象。因此,不仅在涉及动脉瘤WSS计算的应用中,仔细选择边界应力计算的有限元空间是至关重要的。
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引用次数: 0
Left Heart Hemodynamics Simulations With Fluid–Structure Interaction and Reduced Valve Modeling 基于流固耦合和减压阀建模的左心血流动力学模拟
IF 2.4 4区 医学 Q3 ENGINEERING, BIOMEDICAL Pub Date : 2025-09-12 DOI: 10.1002/cnm.70088
Oscar Ruz, Jérôme Diaz, Marina Vidrascu, Philippe Moireau, Dominique Chapelle, Miguel A. Fernández

The combination of reduced models of cardiac valve dynamics with a one-way kinematic uncoupling of blood flow and electromechanics is a widespread approach for reducing the complexity of cardiac hemodynamics simulations. This comes, however, with a number of shortcomings: artificial pressure oscillations, missing isovolumetric phases, and valve laws without precise continuous formulation. This paper is aimed at overcoming these three difficulties while still mitigating computational cost. A novel reduced model of valve dynamics is proposed in which unidirectional flow is enforced in a mathematically sound fashion. Artificial pressure oscillations are overcome by considering a fluid–structure interaction model, which couples bi-ventricular electromechanics and blood flow in the left cavities. The interface coupling is solved in a partitioned fashion via an unconditionally stable loosely coupled scheme. A priori energy estimates are derived for both the continuous coupled problem and its numerical approximation. The benefits and limitations of the proposed approaches are illustrated in a comprehensive numerical study.

将心脏瓣膜动力学简化模型与血流和电力学的单向运动学解耦相结合是降低心脏血流动力学模拟复杂性的一种广泛的方法。然而,这也带来了一些缺点:人工压力振荡,缺少等体积相,以及没有精确连续公式的阀门规律。本文旨在克服这三个困难,同时仍然减少计算成本。提出了一种新颖的阀门动力学简化模型,其中单向流动以数学上合理的方式强制执行。通过考虑流体-结构相互作用模型来克服人工压力振荡,该模型将双心室电力学和左腔血流耦合在一起。通过一个无条件稳定的松耦合方案,以分区的方式解决了接口耦合问题。对于连续耦合问题及其数值近似,导出了先验的能量估计。在一个全面的数值研究中说明了所提出的方法的优点和局限性。
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引用次数: 0
Assessing the Impact of Morphological Parameters on the Mechanical Behavior of Synthetic Meshes. A Multivariate Regression Approach 评估形态参数对合成网格力学行为的影响。多元回归方法
IF 2.4 4区 医学 Q3 ENGINEERING, BIOMEDICAL Pub Date : 2025-09-12 DOI: 10.1002/cnm.70092
Vittoria Civilini, Alessandra Aldieri, Vincenzo Giacalone, Alberto L. Audenino, Mara Terzini

The impact of morphological and mechanical parameters of surgical meshes on the healing processes and patient comfort after abdominal repair surgery is widely accepted. However, how the structure of the knitted pattern of synthetic meshes affects the mechanical behavior remains primarily theoretical. The objective of this study was therefore to assess the correlation between these key factors, identifying the most crucial morphological parameters able to support the design of new meshes. In this perspective, morphological parameters related to pore size, shape, and orientation were computed based on high-resolution images using the poreScanner app and the Matlab Image Processing toolbox. Additional parameters such as weight and thickness were measured through high-precision instruments. Concurrently, 12 mechanical parameters were assessed by executing a comprehensive testing protocol. Multivariate regression models were implemented, each using one to five morphological parameters as independent variables and one of the 12 mechanical parameters as dependent variables. A leave-one-out (LOO) validation algorithm was then employed to estimate the models' performance, robustness, and accuracy for potential future predictions. Regression models showed high coefficients of determination (R2 ≥ 0.8), except for uniaxial strains (0.59 < R2 < 0.71). The LOO validation reveals good predictive capabilities (R2 > 0.65) for 5 out of 12 mechanical parameters, whereas moderate predictive capabilities (R2 > 0.55) for one model. Promising results demonstrate a quantifiable relationship between pore characteristics and mechanical behavior. Thanks to further validation using different meshes, the models could be beneficial for all stakeholders involved in this field, from patients to manufacturers.

手术补片的形态和力学参数对腹部修复术后愈合过程和患者舒适度的影响已被广泛接受。然而,如何编织图案的结构影响合成网格的力学行为仍然主要是理论上的。因此,本研究的目的是评估这些关键因素之间的相关性,确定能够支持新网格设计的最关键形态学参数。从这个角度来看,使用poresscanner应用程序和Matlab图像处理工具箱,基于高分辨率图像计算与孔隙大小、形状和方向相关的形态学参数。通过高精度仪器测量了重量和厚度等附加参数。同时,通过执行综合测试方案对12个力学参数进行评估。采用多变量回归模型,每个模型使用1 - 5个形态参数作为自变量,12个力学参数中的一个作为因变量。然后采用留一(LOO)验证算法来估计模型的性能、鲁棒性和对潜在未来预测的准确性。回归模型除单轴应变(0.59 < R2 < 0.71)外,其余均具有较高的决定系数(R2≥0.8)。LOO验证显示,12个机械参数中的5个具有良好的预测能力(R2 > 0.65),而一个模型的预测能力中等(R2 > 0.55)。有希望的结果表明,孔隙特征和力学行为之间存在可量化的关系。由于使用不同的网格进行进一步验证,这些模型可能对该领域的所有利益相关者(从患者到制造商)都有益。
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引用次数: 0
Two-Phase Material Shape Optimization of an Additively Manufactured Integrated Metal and Ceramic Resin Implant-Supported Dental Crown 增材制造金属与陶瓷树脂集成种植牙冠的两相材料形状优化
IF 2.4 4区 医学 Q3 ENGINEERING, BIOMEDICAL Pub Date : 2025-09-10 DOI: 10.1002/cnm.70095
Joseph Way, Sanjay Joshi

The screw-retained implant-supported crown is a durable, aesthetic restoration, but debonding between the crown and abutment remains a challenge to survivability. The purpose of this work was to devise an abutment shape that can be embedded into the crown while the crown is being additively manufactured. The result was a mechanically retained, no-adhesive abutment and crown unit that is mounted to the implant fixture. To generate the best internal shape for the new restoration design concept, a shape optimization method was developed using nTop software with the objective of pursuing low structural compliance (maximizing stiffness), withstanding mastication loads, and complying with the unique manufacturing constraints of the proposed design. The optimization results showed a 39% and 51% reduction in structural compliance for molar and incisor restorations. Validation finite element analysis (FEA) on the molar restoration was accomplished for comparison of the initial, optimized, and traditional Ti-Base screw-retained designs. Under vertical and angled loads, the optimized design reduced maximum Von Mises stress by 38% compared with the traditional design, and under upwards load, the optimized design reduced maximum principal shear strain along the abutment-crown joint boundary by 67%. A successful prototype was created using a stereolithography (SLA) printer for fit and form testing. The design concept in this study showed promise as an alternate method to join the two components, while removing the debonding failure mode and maintaining aesthetics and strength. This may offer a more suitable screw-retained restoration option for patients with constraints such as small interocclusal space.

螺钉保留种植体支持的冠是一种耐用、美观的修复方法,但冠与基台之间的脱粘仍然是生存能力的挑战。这项工作的目的是设计一个基台形状,可以嵌入到冠,而冠是增材制造。结果是机械保留,无粘合剂的基台和冠单元安装在种植体固定装置上。为了为新的修复设计概念产生最佳的内部形状,使用nTop软件开发了一种形状优化方法,其目标是追求低结构顺应性(最大刚度),承受咀嚼载荷,并符合所提出设计的独特制造约束。优化结果显示磨牙和切牙修复体的结构顺应性分别降低39%和51%。对磨牙修复体进行了验证性有限元分析(FEA),以比较初始、优化和传统的钛基螺钉保留设计。在竖向和角度荷载作用下,优化设计使最大Von Mises应力较传统设计降低38%;在向上荷载作用下,优化设计使沿台冠结合部最大主剪应变降低67%。使用立体光刻(SLA)打印机创建了一个成功的原型,用于配合和形状测试。本研究中的设计概念显示了作为连接两个组件的替代方法的希望,同时消除了脱粘的失效模式,并保持了美学和强度。这可能为具有咬合间隙小等限制的患者提供更合适的螺钉保留修复选择。
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引用次数: 0
Multicompartment Darcy Flow Model With Patient-Specific Parameterization: Effect of Heterogeneity and Anisotropy in Porous Parameters 具有患者特异性参数化的多室达西流模型:多孔参数的非均质性和各向异性的影响
IF 2.4 4区 医学 Q3 ENGINEERING, BIOMEDICAL Pub Date : 2025-09-09 DOI: 10.1002/cnm.70091
Namshad Thekkethil, Hao Gao, Nicholas A. Hill, Xiaoyu Luo

Blood perfusion in cardiac tissues involves intricate interactions among vascular networks and tissue mechanics. Perfusion deficit is one of the leading causes of cardiac diseases, and modeling certain cardiac conditions that are clinically infeasible, invasive, or costly can provide valuable supplementary insights to aid clinicians. However, existing homogeneous perfusion models lack the complexity required for patient-specific simulations. In this study, we develop a computational framework for modeling perfusion using a multicompartment Darcy flow model with heterogeneous anisotropic perfusion that incorporates the nonlinear deformation and compliance of blood vessels with poroelastic parameters derived from realistic vascular data. Through numerical simulations and a comparison of pore pressure results obtained from the proposed model and the Poiseuille flow approach in a benchmark problem, we demonstrate that the heterogeneous anisotropic model outperforms homogeneous models in predicting perfusion, particularly by accurately capturing the spatial heterogeneity of the poroelastic parameters and the permeability transitions from large vessels to microvessels. Additionally, the proposed model successfully simulates patient-specific conditions, such as vessel blockages, highlighting its potential for personalized medical applications.

心脏组织的血液灌注涉及血管网络和组织力学之间复杂的相互作用。灌注不足是心脏疾病的主要原因之一,对某些临床上不可行、侵入性或昂贵的心脏疾病进行建模可以为临床医生提供有价值的补充见解。然而,现有的均匀灌注模型缺乏患者特异性模拟所需的复杂性。在这项研究中,我们开发了一个计算框架来模拟灌注,使用多室达西流模型,具有非均匀各向异性灌注,将血管的非线性变形和顺应性与来自现实血管数据的孔隙弹性参数结合起来。通过数值模拟以及将该模型与泊泽维尔流方法在基准问题中获得的孔隙压力结果进行比较,我们证明了非均质各向异性模型在预测灌注方面优于均质模型,特别是在准确捕捉孔隙弹性参数的空间异质性以及从大血管到微血管的渗透率转变方面。此外,所提出的模型成功地模拟了患者特定的条件,如血管阻塞,突出了其个性化医疗应用的潜力。
{"title":"Multicompartment Darcy Flow Model With Patient-Specific Parameterization: Effect of Heterogeneity and Anisotropy in Porous Parameters","authors":"Namshad Thekkethil,&nbsp;Hao Gao,&nbsp;Nicholas A. Hill,&nbsp;Xiaoyu Luo","doi":"10.1002/cnm.70091","DOIUrl":"https://doi.org/10.1002/cnm.70091","url":null,"abstract":"<p>Blood perfusion in cardiac tissues involves intricate interactions among vascular networks and tissue mechanics. Perfusion deficit is one of the leading causes of cardiac diseases, and modeling certain cardiac conditions that are clinically infeasible, invasive, or costly can provide valuable supplementary insights to aid clinicians. However, existing homogeneous perfusion models lack the complexity required for patient-specific simulations. In this study, we develop a computational framework for modeling perfusion using a multicompartment Darcy flow model with heterogeneous anisotropic perfusion that incorporates the nonlinear deformation and compliance of blood vessels with poroelastic parameters derived from realistic vascular data. Through numerical simulations and a comparison of pore pressure results obtained from the proposed model and the Poiseuille flow approach in a benchmark problem, we demonstrate that the heterogeneous anisotropic model outperforms homogeneous models in predicting perfusion, particularly by accurately capturing the spatial heterogeneity of the poroelastic parameters and the permeability transitions from large vessels to microvessels. Additionally, the proposed model successfully simulates patient-specific conditions, such as vessel blockages, highlighting its potential for personalized medical applications.</p>","PeriodicalId":50349,"journal":{"name":"International Journal for Numerical Methods in Biomedical Engineering","volume":"41 9","pages":""},"PeriodicalIF":2.4,"publicationDate":"2025-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/cnm.70091","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145021840","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Determination of Cutting Angle for Patient-Specific Replacement of Knee Joint Based on Mechanical Alignment 基于机械对齐的患者膝关节置换术切割角度的确定
IF 2.4 4区 医学 Q3 ENGINEERING, BIOMEDICAL Pub Date : 2025-09-08 DOI: 10.1002/cnm.70067
Mohammad Mehdi Sarbazi, Mohammadreza Arbabtafti, Ali Nahvi, Seyed Mohammad Javad Mortazavi

The need for total knee arthroplasty (TKA) has grown significantly in recent years. The cutting angle in TKA plays a major role in the functionality and life expectancy of the knee implant components. This study aims to personalize the femur bone cutting angle selection for implant placement. This procedure ensures that the resulting mechanical alignment is the most suitable while minimizing the force transmission distance from the center of the knee. The loading conditions assume the challenging scenario of a person landing from a jump. A 3D model of the bones and implant was created for femur cutting angles ranging from 5° to 10° under these loading conditions. The model was then evaluated through finite element analysis. The results were used to determine the shortest force transmission distance from the center of the knee and lower applied stresses on the femur, tibia, and all implant components. The selected cutting angle was found to be 7° for the case of the analyzed model, resulting in a minimum force transmission distance of 2.48 mm from the center of the knee.

近年来,全膝关节置换术(TKA)的需求显著增长。TKA的切割角度对膝关节植入部件的功能和预期寿命起着重要作用。本研究旨在个性化股骨骨切割角度的选择。这个过程确保了最终的机械对齐是最合适的,同时最小化了从膝盖中心的力传递距离。加载条件假设了一个人从跳跃降落的具有挑战性的场景。在这些载荷条件下,骨骼和植入物的3D模型被创建为股骨切割角度从5°到10°。然后通过有限元分析对模型进行评估。结果用于确定从膝关节中心到股骨、胫骨和所有植入物部件的最短力传递距离和较低的施加应力。在分析模型的情况下,选择的切割角度为7°,从膝盖中心处获得的最小力传递距离为2.48 mm。
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引用次数: 0
Computational Fluid Dynamics of the Flow of the Deformable Toroidal Embolic Agents Within Straight and Stenotic Pipes by Full Eulerian FSI Method 变形环形栓剂在直管和狭窄管内流动的全欧拉FSI计算流体动力学
IF 2.4 4区 医学 Q3 ENGINEERING, BIOMEDICAL Pub Date : 2025-09-08 DOI: 10.1002/cnm.70089
Kazuki Matsumiya, Kazuyasu Sugiyama, Natsuko F. Inagaki, Shu Takagi, Taichi Ito

The effect of shape and size of embolic agents on embolization phenomena has been discussed clinically for transcatheter arterial chemoembolization (TACE). We numerically discussed the unique embolization behavior of new deformable toroidal microparticles in blood vessels by computational fluid dynamics simulations. We employed an Eulerian–Eulerian (full Eulerian) fluid–structure interaction (FSI) method to analyze the flow and deformation behaviors of a deformable torus in a cylindrical pipe. This method, based on the volume of fluid (VOF) method, is implemented in OpenFOAM and is verified by deformation tests with a visco-hyperelastic material in cavity flow. The torus exhibits multiple steady states depending on initial orientation, position, shear modulus, and the aspect ratio between major and minor radii, and the rotation angles of inclined tori reach approximately 80°. Deformation analysis of cross-sections reveals multiple deformation modes such as bending, rotation, and elongation over time. The equilibrium position of the torus is determined by the balance of various lift forces and becomes complex due to increased rotational diameter from elongation. Additionally, vortex structures and pressure gradients elucidate the mechanism that inclined tori are faster than horizontally oriented tori due to their deformation. Finally, flow tests of different microparticle shapes with the same surface area in a stenotic pipe show that the torus has the lowest pressure drop and flow rate reduction. These quantitative predictions are suggestive and encourage experimental study of toroidal microparticles as novel embolic agents in the future.

在经导管动脉化疗栓塞(TACE)中,栓塞剂的形状和大小对栓塞现象的影响已被临床讨论。通过计算流体动力学模拟,对新型可变形环形微粒在血管中的独特栓塞行为进行了数值讨论。采用欧拉-欧拉(全欧拉)流固相互作用(FSI)方法分析了圆柱管内可变形环面的流动和变形行为。该方法基于流体体积(VOF)方法,在OpenFOAM中实现,并通过粘超弹性材料在空腔流动中的变形试验进行验证。环面根据初始方向、位置、剪切模量和主次半径长径比呈现多种稳态,倾斜环面旋转角度可达80°左右。截面的变形分析揭示了多种变形模式,如弯曲、旋转和伸长随时间的变化。环面的平衡位置由各种升力的平衡决定,并且由于伸长而增加的旋转直径而变得复杂。此外,涡旋结构和压力梯度解释了倾斜环面由于其变形而比水平环面更快的机理。最后,在狭窄管道中对不同粒径、相同表面积的微粒进行了流动试验,结果表明环面压降最小,流速降低最小。这些定量预测具有启发性,并鼓励在未来对环形微粒作为新型栓塞剂进行实验研究。
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引用次数: 0
Assessment of Cellular Responses in Non-Twisted and Twisted Scaffolds Using a Multiscale Computational Approach 使用多尺度计算方法评估非扭曲和扭曲支架的细胞反应
IF 2.4 4区 医学 Q3 ENGINEERING, BIOMEDICAL Pub Date : 2025-08-22 DOI: 10.1002/cnm.70087
Abhishek Rajput, Abhisek Gupta, Bagathi Prem, Somnath Bose, Santanu Kumar Karmakar, Amit Roy Chowdhury

In bone tissue engineering (BTE), suitable mechanical stimulation is required to support cellular activities during bone regeneration. Now, the implanted BTE scaffolds keep deforming and are subjected to physiological loading, which influences the fluid flow within the scaffold and surrounding tissue. Hence, understanding the mechanobiological changes of a bone cell seeded on the deformed scaffold needs to be specially focused. Therefore, twisted and non-twisted face-centered cubic scaffolds were modeled for identifying the changes in cellular mechanical stimulation at different locations of a scaffold. At first, a global computational fluid dynamics (CFD) study was conducted to predict the permeability and fluid shear stress (FSS) of the scaffold; further CFD-induced pressure data was applied to the sub-scaffold finite element model to predict the mechanical responses of osteoblasts placed in different positions of the twisted and non-twisted scaffolds. The results indicated a decline in permeability as twist angles increased. While mechanobiological stimulation within the scaffold improved up to a certain twist angle, exceeding this threshold may reduce the effectiveness of mechanical stimulation. These findings could help determine the influence of twisting, identify the optimal twist angle, and also guide the selection of ideal areas for cell placement within the scaffold to enhance bone regeneration.

在骨组织工程(BTE)中,需要适当的机械刺激来支持骨再生过程中的细胞活动。现在,植入的BTE支架不断变形并承受生理载荷,从而影响支架内部和周围组织的流体流动。因此,需要特别关注植入变形支架上的骨细胞的机械生物学变化。因此,我们对扭曲和非扭曲的面心立方支架进行建模,以确定支架不同位置细胞机械刺激的变化。首先,采用全局计算流体力学(CFD)方法预测支架的渗透率和流体剪切应力(FSS);进一步将cfd诱导的压力数据应用于亚支架有限元模型,预测在扭曲和未扭曲支架不同位置放置成骨细胞的力学响应。结果表明,随着扭转角的增加,渗透率下降。虽然支架内的机械生物刺激可以提高到一定的扭转角度,但超过这个阈值可能会降低机械刺激的有效性。这些发现有助于确定扭曲的影响,确定最佳扭曲角度,并指导选择支架内细胞放置的理想区域,以增强骨再生。
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引用次数: 0
Quantitative Analyses of Cerebral Hemodynamics and Wave Dynamics in Essential Systemic Hypertension: A Multiscale Computational Modeling Study 原发性全身性高血压脑血流动力学和脑波动力学的定量分析:一项多尺度计算模型研究
IF 2.4 4区 医学 Q3 ENGINEERING, BIOMEDICAL Pub Date : 2025-08-18 DOI: 10.1002/cnm.70082
Xiancheng Zhang

Hypertension-induced alterations in hemodynamics and wave dynamics are important pathological mechanisms for cerebrovascular diseases, vascular cognitive impairment and dementia. However, fundamental understanding of hemodynamics and wave dynamics in hypertension remains limited due to the restricted temporal and spatial resolution of current medical devices. To address the gap, this study developed a closed-loop multiscale computational modeling framework for the entire cardiovascular system. A novel “parameter assignment method” designed for diverse 0D peripheral vascular bed models across the entire cardiovascular system was proposed. Additionally, a mathematical modeling strategy was introduced to characterize cardiovascular parameters associated with hypertension across varying degrees of severity. Key findings from model-based studies indicated that in hypertension, there was early arrival and increased magnitudes of forward compression wave intensity and power (FCWI and FCWP), forward expansion wave intensity and power (FEWI and FEWP), and back compression wave intensity and power (BCWI and BCWP) in extra-intracranial cerebral arteries. The proximal aorta, however, exhibited delayed arrival of FCWI and FCWP but early arrival of BCWI and BCWP, along with negligible change in FCWI magnitudes and slightly increased BCWI magnitudes, significantly increased FEWI, FCWP, FEWP and BCWP magnitudes. Moreover, parametric studies demonstrated that progressively enlarging central large elastic arteries, increasing passive myocardial stiffness, and raising peripheral vascular resistance led to reduced magnitudes of FCWI, BCWI, FCWP and BCWP in cerebral arteries. Conversely, stiffening of central large elastic arteries and increasing myocardial contractility had opposite effects. The proposed computational modeling framework will serve as a powerful tool for elucidating the complex mechanisms underlying hypertension-associated hemodynamics and wave dynamics.

高血压引起的血流动力学和波动力学改变是脑血管疾病、血管性认知障碍和痴呆的重要病理机制。然而,由于当前医疗设备的时间和空间分辨率有限,对高血压的血液动力学和波动动力学的基本理解仍然有限。为了解决这一差距,本研究为整个心血管系统开发了一个闭环多尺度计算建模框架。提出了一种新的“参数赋值方法”,该方法适用于整个心血管系统不同的0D外周血管床模型。此外,引入了一种数学建模策略来描述与不同严重程度的高血压相关的心血管参数。基于模型的主要研究结果表明,高血压患者颅内外脑动脉前向压缩波强度和功率(FCWI和FCWP)、前向扩张波强度和功率(FEWI和FEWP)、后向压缩波强度和功率(BCWI和BCWP)到达时间早,幅度增大。近端主动脉FCWI和FCWP到达延迟,BCWI和BCWP到达早,FCWI大小变化可忽略,BCWI大小轻微升高,FEWI、FCWP、FEWP和BCWP大小明显升高。此外,参数研究表明,中央大弹性动脉逐渐增大,被动心肌刚度增加,周围血管阻力升高,导致脑动脉FCWI、BCWI、FCWP和BCWP的幅度降低。相反,中央大弹性动脉硬化和心肌收缩力增加具有相反的作用。所提出的计算建模框架将成为阐明高血压相关血流动力学和波动动力学的复杂机制的有力工具。
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引用次数: 0
A Confidence-Based Multibody Kinematics Optimization for Markerless Motion Capture: A Proof of Concept 基于置信度的无标记运动捕捉多体运动学优化:概念验证
IF 2.4 4区 医学 Q3 ENGINEERING, BIOMEDICAL Pub Date : 2025-08-12 DOI: 10.1002/cnm.70079
Anaïs Chaumeil, Pierre Puchaud, Antoine Muller, Raphaël Dumas, Thomas Robert

Multi-camera markerless motion capture commonly triangulates 3D points from 2D keypoint positions in multiple camera views, then applies a multibody kinematics optimization (MKO) to incorporate biomechanical constraints. However, standard pipelines neglect the 2D confidence heatmaps generated by human pose estimation networks. We hypothesized that performing MKO in 2D camera planes would make it more robust to missing keypoints and allow us to obtain better accuracy. 2D confidence heatmaps were used to maximize available information. To test this, we first model each network-derived heatmap as a 2D Gaussian function characterized by its center, amplitude, and standard deviation. Second, we maximize the sum of these modeled confidences after projecting the biomechanical model into the camera planes. To demonstrate feasibility, we evaluated our method on data from two participants performing sit-to-stand, walking, and manual material handling, captured by a two-camera setup, and simultaneously collected marker-based data. Our Gaussian modeling of the heatmaps demonstrated a mean absolute difference of 0.011 compared to the original discrete maps, confirming its validity. In terms of 3D joint positions and angles, the confidence-based MKO produced results similar to classical distance-based methods. Notably, the confidence-based approach overcame occultations: 89.3% of frames could only be obtained with the distance-based MKO due to missing keypoints, while the confidence-based MKO computed 100% of frames. These findings underscore the potential of using full 2D confidence heatmaps in markerless motion capture, especially under challenging conditions such as sparse camera setups.

多摄像机无标记运动捕捉通常从多个摄像机视图中的2D关键点位置对3D点进行三角测量,然后应用多体运动学优化(MKO)来结合生物力学约束。然而,标准管道忽略了由人体姿态估计网络生成的二维置信度热图。我们假设在2D相机平面上执行MKO将使其对缺失关键点更加稳健,并使我们能够获得更好的精度。二维置信度热图用于最大化可用信息。为了验证这一点,我们首先将每个网络衍生的热图建模为一个以其中心、振幅和标准差为特征的二维高斯函数。其次,在将生物力学模型投影到相机平面后,我们将这些模型置信度的总和最大化。为了证明可行性,我们对两名参与者进行坐姿站立、行走和手动搬运材料的数据进行了评估,这些数据由双摄像头设置捕获,同时收集了基于标记的数据。我们对热图的高斯建模显示,与原始离散图相比,平均绝对差为0.011,证实了其有效性。在三维关节位置和角度方面,基于置信度的MKO产生的结果与经典的基于距离的方法相似。值得注意的是,基于置信度的方法克服了掩星:由于缺少关键点,基于距离的MKO只能获得89.3%的帧,而基于置信度的MKO计算了100%的帧。这些发现强调了在无标记运动捕捉中使用全2D置信度热图的潜力,特别是在具有挑战性的条件下,如稀疏的相机设置。
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International Journal for Numerical Methods in Biomedical Engineering
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