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Predictive factors of hypoglycemia in type 2 diabetes: a prospective study using machine learning.

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第一作者： Motahare,Shabestari

第一单位： Yazd Cardiovascular Research Center, Non-Communicable Diseases Research Institute, Shahid Sadoughi University of Medical Sciences, Yazd, Iran.

作者： Motahare,Shabestari ^[1] ; Akram,Mehrabbeik ^[2] ; Sebastiano,Barbieri ^[3] ; Pedro,Marques-Vidal ^[4] ; Poria,Heshmati-Nasab ^[5] ; Reyhaneh,Azizi ^[6]

作者单位： Yazd Cardiovascular Research Center, Non-Communicable Diseases Research Institute, Shahid Sadoughi University of Medical Sciences, Yazd, Iran. ^[1] Shahid Sadoughi University of Medical Sciences and Health Services, Yazd Diabetic Research Centre, Yazd, Iran. ^[2] Queensland Digital Health Centre, University of Queensland, Brisbane, Australia.;Centre for Big Data Research in Health, University of New South Wales, Sydney, Australia. ^[3] Division of Internal Medicine, Medicine Department, Lausanne University Hospital, Lausanne, Switzerland. ^[4] Non-Communicable Diseases Research Institute, Shahid Sadoughi University of Medical Sciences, Yazd, Iran. ^[5] Shahid Sadoughi University of Medical Sciences and Health Services, Yazd Diabetic Research Centre, Yazd, Iran. Raihane.azizi@yahoo.com. ^[6]

关键词 Hypoglycemia prediction Machine learning SHAP Type 2 diabetes mellitus