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使用控制屏障功能的技术,安全的最佳控制癌症

Zahra Ahmadi¹, Abolhassan Razminia²

¹Department of Electrical Engineering, Faculty of Intelligent Systems Engineering and Data Science, Persian Gulf University, Bushehr, Iran.

Mathematical biosciences

|January 13, 2024

概括

本研究使用控制屏障功能 (CBF) 来设计安全有效的癌症控制策略. 通过控制癌症组织生长,CBF控制器优化了治疗,同时确保了患者的安全.

科学领域:

在瘤学瘤学.
控制理论控制理论
计算生物学计算生物学

背景情况:

癌症是一种复杂的疾病,其特点是无法控制的细胞生长.
开发安全有效的癌症治疗策略是一个重大挑战.
现有的方法可能无法完全平衡治疗疗效与患者安全.

研究的目的:

为癌症治疗设计安全和最佳的控制策略.
将控制屏障功能 (CBF) 技术应用于癌症动态.
为了同时优化治疗疗效和患者安全.

主要方法:

制定癌症动态作为一个控制系统.
开发一种基于CBF的控制器来指导癌细胞组织的行为.
将生物约束纳入控制设计中.
模拟控制器对瘤演变的表现.

主要成果:

基于CBF的控制器有效地引导癌细胞组织进入安全状态.
该策略证明了同时优化治疗疗效和安全.
模拟证实了控制器能够遵守预定义的安全约束.
这种方法显示出在可接受的范围内调节瘤演变的潜力.

结论:

控制屏障功能为安全和最佳的癌症控制提供了一个有希望的框架.
这种方法提供了一个强大的方法来管理癌症的动态.
开发的控制器有效地平衡了治疗目标和患者安全限制.

关键词:

癌症治疗治疗癌症治疗控制屏障功能控制屏障功能最佳的控制控制是最好的控制.安全限制安全限制.减少瘤的减少

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