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Interpretable prediction of 30-day mortality in patients with acute pancreatitis based on machine learning and SHAP

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Background: Severe acute pancreatitis (SAP) can be fatal if left unrecognized and untreated. The purpose was to develop a machine learning (ML) model for predicting the 30-day all-cause mortality risk in SAP patients and to expla... ...