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Development and validation of a machine learning-based, point-of-care risk calculator for post-ERCP pancreatitis and prophylaxis selection.

Gastrointestinal endoscopy 39147103
BACKGROUND AND AIMS: A robust model of post-ERCP pancreatitis (PEP) risk is not currently available. We aimed to develop a machine learning-based tool for PEP risk prediction to aid in clinical decision making related to periprocedural prophylaxis se...
Administration, Rectal Aged Anti-Inflammatory Agents, Non-Steroidal Area Under Curve Cholangiopancreatography, Endoscopic Retrograde Clinical Decision-Making Female Fluid Therapy Humans Machine Learning Male Middle Aged Pancreatic Ducts Pancreatitis Pilot Projects Point-of-Care Systems Prospective Studies Risk Assessment Risk Factors ROC Curve Stents
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