论文标题
基于FAHP的糖尿病运动康复管理的数学模型
FAHP-based Mathematical Model for Exercise Rehabilitation Management of Diabetes Mellitus
论文作者
论文摘要
运动康复是糖尿病患者综合管理的重要组成部分，需要对几种因素进行全面评估，例如身体适应性，心血管风险和糖尿病疾病因素。但是，糖尿病的特殊疾病特征及其广泛的异质性使得采用个性化方法很难。在这项研究中，基于模糊分析层次结构过程（FAHP）方法建立了一个新颖的框架，以计算开发糖尿病运动处方时的各种生理因素权重。针对包含12个不同方面的三组研究了提出的因素。通过通过问卷调查确定的数据库评估相对权重。结论是，与疾病因素相比，在制定运动康复计划时，需要更多地关注身体健康因素和心血管危险因素。身体适应性因素的心肺功能是最重要的。此外，发现血脂在研究因素中的重要性最低。建立了针对糖尿病患者运动康复计划的数学模型，这为运动康复计划的个性化指导提供了理论基础。
Exercise rehabilitation is an important part in the comprehensive management of patients with diabetes and there is a need to conduct comprehensively evaluation of several factors such as the physical fitness, cardiovascular risk and diabetic disease factors. However, special disease features of diabetes and its wide heterogeneity make it difficult to apply individualized approaches. In this study, a novel framework was established based on the Fuzzy Analytic Hierarchy Process (FAHP) approach to calculate various physiological factors weights when developing a diabetic exercise prescription. Proposed factors were investigated with respect to three groups which contains 12 different aspects. The relative weights were assessed by a database which established through a questionnaire survey. It is concluded that the physical fitness factors and cardiovascular risk factors need to be paid more attention to considered in the formulation of exercise rehabilitation programs than disease factors. And the cardiopulmonary function of physical fitness factors accounts for the highest importance. Furthermore, it was found that blood lipids have the lowest importance among studied factors. The mathematical model of exercise rehabilitation program for diabetes patients was established, which provided the theoretical basis for individualized guidance of exercise rehabilitation program.
