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

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.