使用预测算法评估成人2型糖尿病患者的进展

H. Nieto-Chaupis, Hernán Matta
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引用次数: 5

摘要

我们在远程会诊方案中使用计算模拟来预测2型糖尿病成人患者的糖尿病进展水平。具体而言,我们使用计算算法来估计可能出现糖尿病并发症(如坏死、肾病和意外心血管事件)的患者比例。为此,我们构建了一个通用函数G,它给出了葡萄糖在时间上的行为,但它取决于多达4个自由参数:饮食,药理学,患者对疾病进展的态度,以及一个随机数,通过它可能与暴食症一致。从本文的结果来看,约5±1例患者可能会增加其继发糖尿病如糖尿病肾病的可能性。
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Evaluation of type-2 diabetes progress in adult patients by using predictive algorithms
We used computational simulation inside a teleconsult scheme to predict the levels of diabetes progress of a sample of type-2 diabetes adult patients. Concretely, we have used computational algorithms to estimate the fraction of patients which would acquire diabetes complications such as necrosis, nephropathy and unexpected cardiovascular events. For this end, we have constructed a general function G which gives account of the behavior of glucose in time, but it is depending of up to 4 free parameters representing in somewhat: diet, pharmacology, attitude of patient against the progress of disease, and a random number by the which it might be consistent with the binge eating disorder. From the results of this paper around 5±1 patients might increase their probabilities to pass to the subsequent diabetes such diabetic nephropathy.
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