B. Joseph Elmunzer

Oct 12, 2024 | giejournal.org | Suqing Li |Seremi Ibadin |Christina Studts |Susan E. Jelinski |Steven J. Heitman |Robert J. Hilsden | +9 more

1Division of Gastroenterology and Hepatology, Department of Medicine, University of Calgary, Calgary, AB, Canada 2Department of Community Health Sciences, University of Calgary, Calgary, AB, Canada 3Department of Pediatrics, University of Colorado Anschutz Medical Campus, Aurora, CO, USA 4Alberta Health Services Digestive Health Strategic Clinical Network, Edmonton, AB, Canada 5Division of Gastroenterology, Department of Medicine, University of Ottawa, Ottawa, ON, Canada 6Patient Safety...

Aug 13, 2024 | giejournal.org | Todd A. Brenner |Albert Kuo |Ayesha Kamal |B. Joseph Elmunzer |Hui Luo |James L. Buxbaum | +9 more

This paper is only available as a PDF. To read, Please Download here. Abstract: 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 selection and post-procedural monitoring. Feature selection, model training, and validation were performed using patient-level data from 12 randomized controlled trials.