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

Abstract

Authors

• Todd Brenner
  Division of Gastroenterology, Johns Hopkins Medical Institutions, Baltimore, Maryland, USA.
• Albert Kuo
  Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Baltimore, United States.
• Christina J Sperna Weiland
  Department of Gastroenterology and Hepatology, Radboud University Medical Center, Nijmegen, Netherlands.
• Ayesha Kamal
  Division of Gastroenterology, Johns Hopkins Medical Institutions, Baltimore, Maryland, USA.
• B Joseph Elmunzer
  Division of Gastroenterology and Hepatology, Medical University of South Carolina, Charleston, South Carolina, USA.
• Hui Luo
  Thoracic Surgery Department, Nan Chong Center Hospital, Nanchong, China.
• James Buxbaum
  Division of Gastroenterology, University of Southern California, Los Angeles, California, USA.
• Timothy B Gardner
  Section of Gastroenterology and Hepatology, Dartmouth-Hitchcock Medical Center, Lebanon, New Hampshire.
• Shaffer S Mok
  Moffitt Cancer Center, Department of Gastrointestinal Oncology, Division of Gastroenterology, Tampa, Florida.
• Evan S Fogel
  Division of Gastroenterology and Hepatology, Indiana University, Indianapolis, Indiana.
• Veit Phillip
  Klinik und Poliklinik für Innere Medizin II, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany.
• Jun-Ho Choi
  Department of Internal Medicine, Dankook University College of Medicine, Dankook University Hospital, Cheonan, Korea.
• Guan W Lua
  Ministry of Health, Kota Kinabalu, Malaysia.
• Ching-Chung Lin
  Division of Gastroenterology, Department of Internal Medicine, Mackay Memorial Hospital, Taipei, Taiwan.
• D Nageshwar Reddy
  Chairman and Chief Gastroenterologist, Asian institute of Gastroenterology, Hyderabad, India. Electronic address: aigindia@yahoo.co.in.
• Sundeep Lakhtakia
  Department of Medical Gastroenterology, Asian Institute of Gastroenterology, Hyderabad, 500 082, India.
• Mahesh K Goenka
  Department of Gastroenterology, Apollo Gleneagles Hospital, Kolkata, India.
• Rakesh Kochhar
  Department of Gastroenterology, Postgraduate Institute of Medical Education and Research, Chandigarh, 160012, India.
• Mouen A Khashab
  Division of Gastroenterology, Johns Hopkins Medical Institutions, Baltimore, Maryland, USA.
• Erwin J M van Geenen
  Department of Gastroenterology and Hepatology, Radboud University Medical Center, Nijmegen, Netherlands.
• Vikesh K Singh
  Division of Gastroenterology, Johns Hopkins Medical Institutions, Baltimore, Maryland, USA.
• Cristian Tomasetti
  Division of Biostatistics and Bioinformatics, Department of Oncology, Sidney Kimmel Cancer Center, Johns Hopkins University School of Medicine, Baltimore, United States.
• Venkata S Akshintala
  Division of Gastroenterology, Johns Hopkins Medical Institutions, Baltimore, Maryland, USA.

Keywords

External Resources