Modelling, Simulation and Innovative Characterisation (MOSAIC), Bernal Institute and Department of Physics, University of Limerick, Limerick, Ireland; School of Engineering, Faculty of Science and Engineering, University of Limerick, Limerick, Ireland.
Modelling, Simulation and Innovative Characterisation (MOSAIC), Bernal Institute and Department of Physics, University of Limerick, Limerick, Ireland.
Acta Biomater. 2021 Dec;136:389-401. doi: 10.1016/j.actbio.2021.09.057. Epub 2021 Oct 6.
Modelling of needle insertion in soft tissue has developed significant interest in recent years due to its application in robot-assisted minimally invasive surgeries such as biopsies and brachytherapy. However, this type of surgery requires real-time feedback and processing which complex computational models may not be able to provide. In contrast to the existing mechanics-based kinetic models, a simple multilayer tissue model using a Coupled Eulerian Lagrangian based Finite Element method has been developed using the dynamic principle. The model simulates the needle motion for flexible hollow bevel-angled needle (15° and 30°, 22 Gauge) insertion into porcine liver tissue, which includes material parameters obtained from unconfined compression testing of porcine liver tissue. To validate simulation results, needle insertion force and cutting force within porcine liver tissue were compared with corresponding experimental results obtained from a custom-built needle insertion system. For the 15° and 30° bevel-angle needles, the percentage error for cutting force (mean) of each needle compared to computational model, were 18.7% and 11.9% respectively. Varying the needle bevel angle from 30° to 15° results in an increase of the cutting force, but insertion force does not vary among the tested bevel angles. The validation of this computationally efficient multilayer Finite Element model can help engineers to better understand the biomechanical behaviour of medical needle inside soft biological tissue. Ultimately, this multilayer approach can help advance state-of-art clinical applications such as robot-assisted surgery that requires real-time feedback and processing. STATEMENT OF SIGNIFICANCE: The significance of the work is in confirming the effectiveness of multilayer material based finite element (FE) method to model biopsy needle insertion into soft biological porcine liver tissue. A multilayer Coupled Eulerian Lagrangian (CEL) based FE modelling technique allowed testing of heterogeneous, non-linear viscoelastic porcine liver tissue in a system, so direct comparison of needle tissue interaction forces on the intrinsic material (tissue) behaviour could be made. To the best of the authors' knowledge, the present research investigates for the first time modelling of a three dimensional (3D) hollow needle insertion using a multilayer stiffness model of biological tissue using FE based CEL method and presents a comparison of simulation results with experimental data.
近年来,由于其在机器人辅助微创手术(如活检和近距离治疗)中的应用,软组织中的针插入建模引起了广泛关注。然而,这种手术需要实时反馈和处理,而复杂的计算模型可能无法提供。与现有的基于力学的运动学模型不同,本文基于动力学原理,使用基于耦合欧拉-拉格朗日的有限元方法(CEL 方法)开发了一种简单的多层组织模型。该模型模拟了柔性空心斜角针(15°和 30°,22 号规)插入猪肝脏组织的运动,其中包括从猪肝脏组织的无约束压缩测试中获得的材料参数。为了验证模拟结果,将猪肝脏组织内的针插入力和切割力与从定制的针插入系统获得的相应实验结果进行了比较。对于 15°和 30°的斜角针,与计算模型相比,每种针的切割力(平均值)的百分比误差分别为 18.7%和 11.9%。将针的斜角从 30°变为 15°会导致切割力增加,但在测试的斜角中,插入力没有变化。这种计算效率高的多层有限元模型的验证可以帮助工程师更好地理解医用针在软生物组织中的生物力学行为。最终,这种多层方法可以帮助推进机器人辅助手术等需要实时反馈和处理的最先进的临床应用。工作的意义在于证实基于多层材料的有限元(FE)方法在模拟活检针插入软生物猪肝脏组织中的有效性。基于多层耦合欧拉-拉格朗日(CEL)的 FE 建模技术允许在系统中测试异质、非线性粘弹性猪肝脏组织,因此可以对针组织相互作用力对固有材料(组织)行为的影响进行直接比较。据作者所知,本研究首次使用基于 FE 的 CEL 方法的生物组织多层刚度模型对三维(3D)空心针插入进行建模,并将模拟结果与实验数据进行了比较。