Fuzzy Control of Drug Dosage Regimens in CancerChemoimmunotherapy
محل انتشار: اولین کنفرانس ملی هوش مصنوعی و مهندسی نرم افزار
سال انتشار: 1402
نوع سند: مقاله کنفرانسی
زبان: انگلیسی
مشاهده: 33
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شناسه ملی سند علمی:
AISOFT01_034
تاریخ نمایه سازی: 28 بهمن 1402
چکیده مقاله:
Studying the different types of cancer behavioragainst various therapies leads to various mathematicalmodels. Recently, the role of regulatory T-cells in the tumormicroenvironment has been indicated to have significantresults in general cancer behavior. In this paper, one of themost recent mathematical models simulating cancer behaviorin chemoimmunotherapy treatment considering tumor cells,natural killer cells, CD+ T-cells, circulating lymphocytes, IL-۲concentration, regulatory T-cells, and chemotherapyconcentration has been chosen for obtaining intelligent drugdelivery utilizing Fuzzy control approach. This specific type ofcontroller provides a novel strategy for controlling suchsystems by gaining knowledge of the concepts of drug injection.The results of available experimental tests lead to definingfuzzy rules to perform fuzzy controller, which is considered asone of the advantages of this controller. The final controllerdesign is inspired utilizing previous experimental tests. Themain goal of this paper is to apply a fuzzy control on one of themost recent models of cancer to derive the drug injection ratesin chemoimmunotherapy with the aim of reducing cancer cells.
کلیدواژه ها:
نویسندگان
Pariya Khalili
School of Mechanical EngineeringShiraz UniversityShiraz, Iran
Golsa Fadaei
School of Mechanical EngineeringShiraz UniversityShiraz, Iran
Ramin Vatankhah
School of Mechanical EngineeringShiraz UniversityShiraz, Iran