Integrating Radiomics With Clinicoradiological Scoring Can Predict High-Risk Patients Who Need Surgery in Crohn’s Disease: A Pilot Study
Abstract
Early identification of Crohn’s disease (CD) patients at risk for complications could enable targeted surgical referral, but routine magnetic resonance enterography (MRE) has not been definitively correlated with need for surgery. Our objective was to identify computer-extracted image (radiomic) features from MRE associated with risk of surgery in CD and combine them with clinical and radiological assessments to predict time to intervention.
Document Details
- Document Type
- Pub Defense Publication
- Publication Date
- Oct 17, 2022
- Source ID
- 10.1093/ibd/izac211
Entities
People
- Anamay Sharma
- Anant Madabhushi
- Cheng Lu
- H Matthew Cohn
- Jacob A. Kurowski
- Jeffrey A Katz
- Katelin Amann
- Kaustav Bera
- Maneesh Dave
- Marco-jose Rivero
- Prathyush Chirra
- Rajmohan Paspulati
- Satish E Viswanath
- Sharon L. Stein
Organizations
- Case Western Reserve University
- Cleveland Clinic
- Federal Government of the United States
- Georgia Tech
- National Cancer Institute
- National Institute of Diabetes and Digestive and Kidney Diseases
- National Institutes of Health
- UH Cleveland Medical Center
- United States Department of Defense
- University of California, Davis