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Low Predictability of Readmissions and Death Using Machine Learning in Cirrhosis.

The American journal of gastroenterology 33038139
INTRODUCTION: Readmission and death in cirrhosis are common, expensive, and difficult to predict. Our aim was to evaluate the abilities of multiple artificial intelligence (AI) techniques to predict clinical outcomes based on variables collected at a...
Adrenergic beta-Antagonists Aged Anti-Bacterial Agents Ascites beta-Lactams Clinical Decision Rules Cohort Studies End Stage Liver Disease Female Gastrointestinal Agents Gastrointestinal Hemorrhage Hepatic Encephalopathy Humans Hydrothorax Infections Kidney Diseases Lactulose Liver Cirrhosis Logistic Models Machine Learning Male Middle Aged Mortality Paracentesis Patient Readmission Proton Pump Inhibitors Reproducibility of Results Rifaximin ROC Curve Severity of Illness Index Support Vector Machine Water-Electrolyte Imbalance
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