Modeling of Tumor Growth: An Incremental Development Framework

Lamia Iftekhar, T. Islam, M. Kamal, Shajnush Amir
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引用次数: 0

Abstract

Cancer is a disease that is being extensively studied for half a century from numerous aspects and by researchers from varied fields including Medicine, Biology, Chemistry, Psychology, Engineering, Mathematics and more. A crucial base of these is the study of how tumors form, grow and become cancerous. The growth and spread of tumors, when charted, often follow the graphs of simple functions of time, and many mathematical models have been proposed to track these phenomena. This paper presents a short systematic description of the popular models in literature for a control engineering audience. The models are presented progressively with increasing complexity and a framework is developed to utilize this progression as a pedagogical tool for acquiring concepts of control systems. System modelling and analysis topics are mapped to the various models of tumor growth and a comparative analysis is presented through simulation results.
肿瘤生长建模:一个增量发展框架
半个世纪以来,来自医学、生物学、化学、心理学、工程学、数学等不同领域的研究人员从多个方面对癌症进行了广泛的研究。其中一个至关重要的基础是研究肿瘤是如何形成、生长和癌变的。当绘制肿瘤的生长和扩散图时,通常遵循简单的时间函数图,并且已经提出了许多数学模型来跟踪这些现象。本文为控制工程读者提供了文献中流行模型的简短系统描述。这些模型逐渐呈现出复杂性,并开发了一个框架,以利用这种进展作为获取控制系统概念的教学工具。系统建模和分析主题映射到肿瘤生长的各种模型,并通过模拟结果进行比较分析。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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