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Evaluation of a Fuzzy Logic Controller for Laser Thermal Therapy

机译:激光热疗模糊逻辑控制器的评价

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摘要

Laser thermal therapy (LTT) is a minimally invasive surgical technique used to destroy solid tumors while minimizing damage to adjacent normal tissues. Optical energy, delivered through fibers implanted into the target volume, raises tissue temperatures above 60°C resulting in coagulative necrosis (thermal damage). Thermal damage volumes, however, can be irregular and unpredictable, resulting from dynamic changes in the tissue properties during treatment. A closed-loop feedback fuzzy logic controller for LTT was developed with the tissue treated as a "black-box" system. Preliminary testing was conducted for simulated LTT with a single spherically emitting source fiber at the center of 5 mm and 10 mm diameter target tissues. Dynamic changes in blood perfusion and tissue optical properties due to heating were incorporated into the LTT simulator. Input laser power was modulated to control the temperature field in an attempt to reach target temperatures at the source (90°C to avoid tissue charring) and at the target boundary (55°C). In all simulations, thermal damage based on Arrhenius formulation (Ω = 1) was reached at the target boundary. The controller also responded efficiently to unexpected, rapid temperature changes.
机译:激光热疗治疗(LTT)是一种微创手术技术,用于破坏固体肿瘤,同时最小化对相邻正常组织的损伤。通过植入靶体积的纤维递送的光能提高了60℃以上的组织温度,导致凝固坏死(热损坏)。然而,热损伤量可以是不规则和不可预测的,由治疗过程中的组织特性发生动态变化。用于LTT的闭环反馈模糊逻辑控制器与组织被视为“黑匣子”系统。对模拟LTT进行初步测试,其具有在5mm和10mm直径为靶组织的中心的单个球形发射源纤维。由于加热引起的血液灌注和组织光学性能的动态变化掺入LTT模拟器中。调制输入激光功率以控制温度场试图在源极(90°C以避免组织炭状)和目标边界(55°C)处的目标温度。在所有模拟中,在目标边界达到基于Arrhenius制剂(ω= 1)的热损伤。控制器还有效地响应意外,快速的温度变化。

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