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Multivariable Fuzzy Logic Controlled Photothermal Therapy

机译:多变量模糊逻辑控制的光热疗

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Photothermal therapy has emerged as a potential modality to generate hyperthermia as cancer treatment due to its low invasiveness and its capacity to complement other cancer therapies. Undesired side effects can occur such as damage to surrounding healthy tissue and temperature increase to values that cause tissue carbonization and evaporation. For this reason, this research aims to develop a multivariable fuzzy logic controller that maximizes tumor thermal damage while keeping temperature within the recommended ranges and minimizing neighboring healthy tissue damage. Three inputs were contemplated for the control system: tumor thermal damage, future maximum temperature error and future healthy tissue temperature error; thirteen logic rules were used to determine the controller output, which was established to be the change in laser power. Results showed that the control algorithm successfully accomplished the proposed goals.
机译:由于其低侵入性及其补充其他癌症疗法的能力,将光热疗法成为产生热疗的潜在模态作为癌症治疗。 可能会出现不希望的副作用,例如对周围健康组织的损害和温度增加到导致组织碳化和蒸发的值。 因此,本研究旨在开发一种多变量模糊逻辑控制器,可使肿瘤热损坏最大化,同时保持温度在推荐范围内,并最大限度地减少相邻的健康组织损伤。 对控制系统进行了三种输入:肿瘤热损坏,未来最大温度误差和未来的健康组织温度误差; 使用十三个逻辑规则来确定控制器输出,这是建立为激光功率的变化。 结果表明,控制算法成功完成了拟议的目标。

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