The Use of Readily Available Longitudinal Data to Predict the Likelihood of Surgery in Crohn Disease
Abstract
Although imaging, endoscopy, and inflammatory biomarkers are associated with future Crohn disease (CD) outcomes, common laboratory studies may also provide prognostic opportunities. We evaluated machine learning models incorporating routinely collected laboratory studies to predict surgical outcomes in U.S. Veterans with CD.
Document Details
- Document Type
- Pub Defense Publication
- Publication Date
- Mar 26, 2021
- Source ID
- 10.1093/ibd/izab035
Entities
People
- Akbar K Waljee
- Binu Enchakalody
- Grace L Su
- Ji Zhu
- Ryan W Stidham
- Tony Van
- Venkataramu Krishnamurthy
- Yumu Liu
Organizations
- Department of Surgery
- Michigan Medicine
- National Institutes of Health
- United States Department of Defense
- United States Department of Veterans Affairs
- University of Michigan
- Veterans Health Administration