Establishment of noninvasive diabetes risk prediction model based on tongue features and machine learning techniques

•Tongue features are closely related to glucose metabolism.•Tongue combined with machine learning can predict prediabetes and diabetes.•Deep learning can discover the correlation between tongue and glucose metabolism.•Diabetes risk prediction based on tongue is non-invasive, accurate and convenient.