INS and type 1 diabetes mellitus: Additionally, by utilizing deep neural networks (DNN) and explainable artificial intelligence (XAI) methods, multiple factors, including pre-meal blood glucose, insulin dosage, and dietary nutritional components, can be analyzed to accurately predict postprandial blood glucose levels in type 1 diabetes (T1DM) patients.