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Identifying New Risk Factors of Diabetes Based Japan Census Data

机译:鉴定基于糖尿病的新危险因素人口普查数据

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In this study, besides identified risk factors in previous research,5 new risk factors of diabetes were identified: health investigation,heath awareness level, public pension, insurance type and roomnumbers. Especially health awareness level, it has more deeprelationship with diabetes than gender, smoking situation,hyperlipidemia and hypertension. The new identified factorspaved the way to preventing diabetes in Japan more efficiently.Certainly, there are limits in our study. We haven’t clarified thedeep reasons of different effects caused by risk factors. Meanwhile,our analysis results only certificate the diabetes risk factors inJapan. In other country, the risk factors of diabetes may bedifferent. However, our study still indicates the probability ofidentifying new risk factors of diabetes using new and complexdata. Our analysis also widens the research of data science.
机译:在这项研究中,除了先前研究中确定的风险因素,5确定了糖尿病的新危险因素:健康调查,荒地的意识水平,公共养老金,保险类型和房间数字。特别是健康意识水平,它更深与糖尿病的关系比性别,吸烟情况,高脂血症和高血压。新的确定因素为预防日本的糖尿病更有效地铺平了道路。当然,我们的研究中存在限制。我们没有澄清风险因素造成不同效应的深刻原因。同时,我们的分析结果仅证明糖尿病危险因素日本。在其他国家,糖尿病的危险因素可能是不同的。但是,我们的研究仍然表明了概率用新的和复杂地确定糖尿病的新风险因素数据。我们的分析还扩大了数据科学的研究。

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