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Predicting inpatient mortality in patients with inflammatory bowel disease: A machine learning approach

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Data are lacking on predicting inpatient mortality (IM) in patients admitted for inflammatory bowel disease (IBD). IM is a critical outcome; however, difficulty in its prediction exists due to infrequent… Click to show full abstract

Data are lacking on predicting inpatient mortality (IM) in patients admitted for inflammatory bowel disease (IBD). IM is a critical outcome; however, difficulty in its prediction exists due to infrequent occurrence. We assessed IM predictors and developed a predictive model for IM using machineā€learning (ML).

Keywords: machine learning; inflammatory bowel; predicting inpatient; mortality patients; bowel disease; inpatient mortality

Journal Title: Journal of Gastroenterology and Hepatology
Year Published: 2022

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