Machine learning vs. radiomics for discriminating atypical cartilaginous tumors from benign enchondromas on MRI
In this pilot study, we demonstrated that MRI information alone can be used to differentiate between ACT and EC with high accuracy. These results seem promising that in future, machine learning and AI can be used for better orthopedic diagnosis of cartilaginous tumors in clinical practice.
Institutions
- Medical University of Graz (AT)
- Geriatrische Gesundheitszentren (AT)
Publication Details
- Journal
- BioMedical Engineering OnLine
- Published
- 2026-03-24
- DOI
- https://doi.org/10.1186/s12938-026-01547-0
- Primary Topic
- Bone Tumor Diagnosis and Treatments
- Type
- article
- Field-Weighted Citation Impact
- 0.00