Fractional Mathematical Oncology: On the potential of non-integer order calculus applied to interdisciplinary models

被引:20
|
作者
Valentim, Carlos A. [1 ]
Rabi, Jose A. [1 ]
David, Sergio A. [1 ]
机构
[1] Univ Sao Paulo, Dept Biosyst Engn, Pirassununga Campus, Sao Carlos, Brazil
关键词
Fractional calculus; Mathematical biology; Cancer; Physics-based models; Hybrid models; Review; TUMOR-GROWTH; CANCER; DIFFUSION; PREDICTION; EQUATION;
D O I
10.1016/j.biosystems.2021.104377
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Mathematical Oncology investigates cancer-related phenomena through mathematical models as comprehensive as possible. Accordingly, an interdisciplinary approach involving concepts from biology to materials science can provide a deeper understanding of biological systems pertaining the disease. In this context, fractional calculus (also referred to as non-integer order) is a branch in mathematical analysis whose tools can describe complex phenomena comprising different time and space scales. Fractional-order models may allow a better description and understanding of oncological particularities, potentially contributing to decision-making in areas of interest such as tumor evolution, early diagnosis techniques and personalized treatment therapies. By following a phenomenological (i.e. mechanistic) approach, the present study surveys and explores different aspects of Fractional Mathematical Oncology, reviewing and discussing recent developments in view of their prospective applications.
引用
收藏
页数:10
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