影像引导光热治疗癌症的组织损伤跟踪控制系统

Mauricio Céspedes Tenorio, Carlos A. Wattson Sánchez, Diego S. Dumani
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引用次数: 2

摘要

光热疗法(PTT)是一种能够利用激光照射破坏肿瘤的癌症治疗方法。这种手术可能是一种很有前途的方法来补充目前的癌症疗法,部分原因是它的侵袭性最小。光热治疗的挑战之一是对周围健康组织的潜在附带损伤,以及目标肿瘤区域的过度温度升高,这可能导致组织碳化和蒸发。为了提高光热治疗对靶向肿瘤的损伤性能,同时保持附近健康组织不受影响,本研究提出使用反馈控制系统,考虑对这两种组织的累积热损伤。使用MATLAB®和Python中的仿真,设计并测试了两种独立的控制算法(模糊逻辑和PI)。结果表明,两个控制器都成功地实现了所提出的目标。因此,证明了使用这些自动化系统来提高PTT的疗效和安全性的可行性。
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Tissue damage-tracking control system for image-guided photothermal therapy of cancer
Photothermal therapy (PTT) is a type of cancer treatment capable of damaging tumors using laser irradiation. This procedure can be a promising approach to complement current cancer therapies, due in part to its minimal invasiveness. One of the challenges of photothermal therapy is the potential collateral damage to the surrounding healthy tissue, as well as excessive temperature increase in the target tumor region that can cause tissue carbonization and evaporation. With the aim of increasing the performance of photothermal therapy in damaging targeted tumor while keeping healthy nearby tissue unaffected, this research proposes the use of a feedback control system that considers the cumulative thermal damage to both types of tissue. Two separate control algorithms (fuzzy logic and PI) were designed and tested in silico using simulations made in MATLAB® and Python. Results showed that both controllers successfully accomplished the proposed goals. Therefore, the feasibility of using these automated systems to improve the efficacy and safety of PTT was demonstrated.
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