Exploration of Machine Learning and Statistical Techniques in Development of a Low-Cost Screening Method Featuring the Global Diet Quality Score for Detecting Prediabetes in Rural India.-论文-万方医学网

第一作者： Nick,Birk

第一单位： Department of Biostatistics, Harvard TH Chan School of Public Health, Boston, MA, USA.

作者： Nick,Birk ^[1] ; Mika,Matsuzaki ^[2] ; Teresa T,Fung ^[3] ; Yanping,Li ^[4] ; Carolina,Batis ^[5] ; Meir J,Stampfer ^[3] ; Megan,Deitchler ^[6] ; Walter C,Willett ^[3] ; Wafaie W,Fawzi ^[7] ; Sabri,Bromage ^[8] ; Sanjay,Kinra ^[9] ; Shilpa N,Bhupathiraju ^[3] ; Erin,Lake ^[7]

作者单位： Department of Biostatistics, Harvard TH Chan School of Public Health, Boston, MA, USA. ^[1] Department of Non-Communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, University of London, London, United Kingdom. ^[2] Department of Nutrition, Harvard TH Chan School of Public Health, Boston, MA, USA. ^[3] Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA. ^[4] Nutrition Department, Simmons University, Boston, MA, USA. ^[5] CONACYT-Health and Nutrition Research Center, National Institute of Public Health, Cuernavaca, Mexico. ^[6] Department of Epidemiology, Harvard TH Chan School of Public Health, Boston, MA, USA. ^[7] Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA. ^[8] Intake-Center for Dietary Assessment, FHI Solutions, Washington, DC, USA. ^[9] Department of Global Health and Population, Harvard TH Chan School of Public Health, Boston, MA, USA. ^[10]

主题词青少年(Adolescent);成年人(Adult);老年人(Aged);老年人, 80以上(Aged, 80 and over);算法(Algorithms);血糖(Blood Glucose);横断面研究(Cross-Sectional Studies);糖尿病, 2型(Diabetes Mellitus, Type 2);膳食(Diet);禁食(Fasting);女(雌)性(Female);人类(Humans);印度(India);男(雄)性(Male);普查(Mass Screening);中年人(Middle Aged);模型, 统计学(Models, Statistical);糖尿病前期(Prediabetic State);农村人口(Rural Population);青年人(Young Adult)

DOI 10.1093/jn/nxab281

PMID 34689190

发布时间 2024-04-04

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Exploration of Machine Learning and Statistical Techniques in Development of a Low-Cost Screening Method Featuring the Global Diet Quality Score for Detecting Prediabetes in Rural India.

The Journal of nutrition

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The Journal of nutrition

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Exploration of Machine Learning and Statistical Techniques in Development of a Low-Cost Screening Method Featuring the Global Diet Quality Score for Detecting Prediabetes in Rural India.

The Journal of nutrition

相似文献

The Journal of nutrition

相关期刊

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