This study demonstrated improved performance with the accumulation of longitudinal data when using machine learning for diabetes prediction in MetS patients. For individuals with similar clinical parameters, the variation trends of these parameters could change the risk of future diabetes. This result indicated that models based on longitudinal multiple years’ data may provide more personalized assessment tools for risk evaluation (Diabetes, Metabolic Syndrome and Obesity)
Diabetes News
Tag: metabolic syndrome
Global prevalence of metabolic syndrome among patients with type I diabetes mellitus: a systematic review and meta-analysis
Nearly a quarter of the type 1 diabetes mellitus patients were affected by metabolic syndrome. Therefore, more attention should be paid to the prevention and control of the epidemic and for the reduction of the morbidity and mortality associated with metabolic syndrome among type 1 diabetes mellitus patients (Diabetes and Metabolic Syndrome)
Associations of iron markers with type 2 diabetes mellitus and metabolic syndrome
Our results suggest a link between ferritin and T2DM and MetS, which might be partially explained by hepatic dysfunction (Diabetes Research and Clinical Practice)
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