女性骨密度与人体脂肪含量相关性的研究  

Study on correlation between female bone mineral density and body fat content

作　　者：赵硕 王丽 ZHAO Shuo;WANG Li(Network Information Center,Qiqihar University,Heilongjiang Qiqihar 161006,China;College of Computer and Control Engineering,Qiqihar University,Heilongjiang Qiqihar 161006,China)

机构地区：[1]齐齐哈尔大学网络信息中心,黑龙江齐齐哈尔161006 [2]齐齐哈尔大学计算机与控制工程学院,黑龙江齐齐哈尔161006

出　　处：《齐齐哈尔大学学报(自然科学版)》2025年第2期22-27,共6页Journal of Qiqihar University(Natural Science Edition)

基　　金：齐齐哈尔市科技计划创新激励项目(CGYGG-2024004);齐齐哈尔大学教育科学研究项目(GJQTZX202204)。

摘　　要：研究女性骨密度与人体脂肪含量指标的关系。首先对10~89岁在齐齐哈尔市某三甲医院就诊的109位女性患者骨密度和脂肪含量指标进行采样,得到患者原始数据。然后按照BMI、脂肪率、FMI、EST.VAT Area等进行分类,发现齐齐哈尔地区女性骨密度和BMI、脂肪率、FMI、EST.VAT Area的相关性。设计改进决策树算法及骨质疏松程度评价模型,用于评估患者骨质疏松概率。This paper studies the relationship between female bone mineral density and body fat content index.Firstly,the bone mineral density and fat content indexes of 109 female patients aged 10 to 89 years old in a top-three hospital in Qiqihar City were sampled to obtain the original data of the patients.According to BMI,fat percentage,FMI,EST.VAT Area and so on,the correlation between BMD and BMI,fat percentage,FMI,EST.VAT Area of women in Qiqihar area was found.An improved decision tree algorithm and an osteoporosis degree evaluation model were designed to evaluate the probability of osteoporosis.

关 键 词：骨密度 脂肪含量 数据挖掘 

分 类 号：R195.2[医药卫生—卫生统计学]