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

Paris Charilaou,Sonmoon Mohapatra,Sotirios Doukas,Maanit Kohli,Dhruvil Radadiya,Kalpit Devani,Arkady Broder,Olivier Elemento,Dana J Lukin,Robert Battat

Journal of gastroenterology and hepatology（2023）

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摘要

An online prediction-model calculator captured > 80% IM cases during IBD-related admissions, with high discriminatory effectiveness. This allows for risk stratification and provides a basis for assessing interventions to reduce mortality in high-risk patients.

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关键词

IBD,artificial intelligence,calculator,hospitalized patients,machine learning,prediction model

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