Liver Steatosis Categorization on Contrast-Enhanced CT Using a Fully Automated Deep Learning Volumetric Segmentation Tool: Evaluation in 1204 Healthy Adults Using Unenhanced CT as a Reference Standard
Perry J. Pickhardt, Glen M. Blake, Peter M. Graffy, Veit Sandfort, Daniel C. Elton, Alberto A. Perez, Ronald M. Summers
Abstract
If these results are confirmed in independent patient samples, this automated approach could prove useful for both individualized and population-based steatosis assessment.
Topics & Concepts
MedicineCategorizationSteatosisRadiologyContrast (vision)SegmentationDeep learningNuclear medicineArtificial intelligenceMedical physicsInternal medicineComputer scienceLiver Disease Diagnosis and TreatmentHepatocellular Carcinoma Treatment and PrognosisLiver Disease and Transplantation