An Android App for intelligent dosage planning in Type2 diabetes using anfisga

C. P. R. Reagan, S. Devi
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Abstract

This paper presents an intelligent expert based system ANFISGA for the dosage planning for Type2 diabetes male patients. Even the Type2 diabetes accounts 90% of total diabetes patients the accurate dosage planning for the disease is complicated due to the variations of human body. In this paper two Artificial Intelligence techniques ANFIS and GA were combined. This human genetic algorithm accept the dosage predicted from ANFIS and do the optimization using genetic operators to produce the most accurate dosage prediction.
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用于2型糖尿病anfisga智能给药计划的Android App
提出了一种基于智能专家的2型糖尿病男性患者用药计划系统ANFISGA。即使2型糖尿病占糖尿病患者总数的90%,但由于人体的变化,该疾病的准确剂量计划是复杂的。本文将两种人工智能技术ANFIS与遗传算法相结合。该人类遗传算法接受ANFIS预测的剂量,并利用遗传算子进行优化,得到最准确的剂量预测。
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