An increasing trend in HbA1c was observed in several variables including gender, smoking, weight, body mass index, glutamyl transpeptidase, fasting blood glucose (FBG), HbA1c and systolic blood pressure; a decreasing trend was observed in high density lipoprotein cholesterol.
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Random forest approach for determining risk prediction and predictive factors of type 2 diabetes: large-scale health check-up data in Japan.
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