有限元法在癌症和肿瘤计算机断层扫描中的应用综述

T. V. Smitha, Raunak Kumar Singh, Naresh Santosh Shet
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引用次数: 1

摘要

计算机断层扫描(CT)是医学成像领域中应用最广泛的方法之一。我们可以从CT中获得身体任何部位的图像,包括骨骼、肌肉、脂肪和器官。与常规x光相比,CT扫描内脏、骨骼、软组织和血管的清晰度更高,显示的细节更多。从CT扫描图像中研究癌细胞或肿瘤行为的最佳数值方法之一是有限元(Finite Element, FE)方法。有限元网格划分分为三个步骤。这些主要是预网格,网格,后网格。利用四面体元素创建这些肿瘤的三维模型是有效的。有限元方法在数据采集、层析成像重建与分割、表面提取等方面具有广泛的应用。它是了解肿瘤的力学和几何特性以及预测不同测试条件下的弹性参数的有效工具之一。对于这些应用,生成高级网格,使用这些网格对患者的解剖结构进行分析。该技术有可能揭示肿瘤治疗野的分布,并获得野强度与生存的相关性,有助于提高结果的效率。因此,本文综述了利用FE方法对癌症和肿瘤进行CT扫描的研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Applications of Finite Element Method in Computer Tomography for Cancer and Tumors: A Review
Computer Tomography (CT) is one of the widely used methods in the field of medical imaging. We can obtain images of any parts of the body including Bones, Muscles, Fat, and Organs from CT. The CT scans of internal organs, bone, soft tissue, and blood vessels provide greater clarity and reveal more details than compared to regular X-rays. One of the best numerical methods to study the behavior of cancerous cells or tumors from CT scan images is the Finite Element (FE) method. The FE mesh consists of three steps. Those are mainly Pre mesh, Mesh, Post mesh. It is efficient to create a 3D Model of these tumors by using Tetrahedral elements. FE method acquires the application such as Data acquisition, Tomographic reconstruction and segmentation, and surface extraction. It is one of the effective tools to understand the mechanical and geometrical characteristics of cancers and predict elastography parameters under different testing conditions. For these applications, high-level meshes are generated using which the analysis of the patient's anatomy is carried out. This technique has the potential to reveal the distribution of Tumor Treating Fields and to acquire the correlation between field strength and survival, which helps to improve the efficiency in the results. This paper thus reviews the study of CT scans using the FE method for cancer and tumors.
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