Non-obese T2DM Machine Learning Analysis
收藏资源简介:
National Family Health Survey-4 (NFHS-4): The NFHS-4 datasets were downloaded from The Demographic & Health Surveys (DHS) Program website (https://www.dhsprogram.com/) and prepared for final analysis. The final version has been uploaded here only. Clinical, Anthropometric and Biochemical (CAB) Survey 2014: The CAB Survey 2014 dataset was downloaded from the Open Government Date (OGD) Platform India website (https://data.gov.in/)..The final version prepared after cleaning has been uploaded here. Community Health Cohort: The community health cohort included 714 subjects (257 males and 457 females) recruited from a community-based Metabolic Health Screening Program named “From Food to Nutrition Security” [Sarkar J, Maity SK, Sen A, Nargis T, Ray D, Chakrabarti P (2019) Impaired compensatory hyperinsulinemia among nonobese type 2 diabetes patients: a cross-sectional study. TherAdvEndocrinolMetab 10:204201881988902. http://doi:10.1177/2042018819889024]. 221 treatment naive T2DM patients and 493 healthy controls were recruited for blood sample collection and anthropometric measurements (Height, Weight and Waist Circumference).
全国家庭健康调查第四轮(National Family Health Survey-4, NFHS-4): NFHS-4数据集从人口与健康调查(Demographic & Health Surveys, DHS)项目官方网站(https://www.dhsprogram.com/)下载获取,并完成了最终分析前的预处理工作,本次仅上传最终版本。 临床、人体测量与生化(Clinical, Anthropometric and Biochemical, CAB)2014年调查: 该CAB 2014年调查数据集从印度开放政府数据(Open Government Data, OGD)平台官方网站(https://data.gov.in/)下载获得,经清洗整理后的最终版本已上传至本平台。 社区健康队列: 该社区健康队列共纳入714名研究对象(其中男性257名、女性457名),招募自名为“从食物到营养保障”的社区代谢健康筛查项目[Sarkar J, Maity SK, Sen A, Nargis T, Ray D, Chakrabarti P (2019) Impaired compensatory hyperinsulinemia among nonobese type 2 diabetes patients: a cross-sectional study. TherAdvEndocrinolMetab 10:204201881988902. http://doi:10.1177/2042018819889024]。其中,221名初治2型糖尿病(Type 2 Diabetes Mellitus, T2DM)患者与493名健康对照者接受了血液样本采集及人体测量(身高、体重与腰围)。



