Machine Learning Diagnosis of Small-Bowel Crohn Disease Using T2-Weighted MRI Radiomic and Clinical Data
Richard X. Liu, Hailong Li, Alexander J. Towbin, Nadeen Abu Ata, Ethan A. Smith, Jean A. Tkach, Lee A. Denson, Lili He, Jonathan R. Dillman
Abstract
Deployment of a radiomic-based model including T2-weighted MRI data could decrease interradiologist variability and increase diagnostic accuracy for pediatric CD.
Topics & Concepts
MedicineRadiologyCrohn diseaseCrohn's diseaseBiopsyDiagnostic accuracyDiseaseInternal medicinePancreatic and Hepatic Oncology ResearchInflammatory Bowel DiseaseRadiomics and Machine Learning in Medical Imaging