82 A Comparison of Machine Learning and Logistic Regression Performance for the Prediction of In-Hospital Mortality Among Acute Biliary Pancreatitis Patients

• Published in: The American journal of gastroenterology Vol. 114; no. 1; pp. S48 - S49
• Main Authors: Luthra, Anjuli K., Porter, Kyle, Hinton, Alice, Krishna, Somashekar G.
• Format: Journal Article
• Language: English
• Published: New York Wolters Kluwer Health Medical Research, Lippincott Williams & Wilkins 01.10.2019
• Subjects: Algorithms; Artificial intelligence; Machine learning; Mortality; Pancreatitis; Regression analysis

INTRODUCTION:For population databases, traditional multivariate analysis is accepted standard for predictive modelling of mortality in acute biliary pancreatitis (ABP). Machine Learning (ML) and artificial intelligence (AI) are novel methodologies to analyze databases. The gradient boosting machine...