Classification and segmentation of hip fractures in x-rays: highlighting fracture regions for interpretable diagnosis
We present the first AI method that segments and grades femoral fractures. The method classifies fractures with fracture location and type. High accuracy and interpretability promise utility in clinical practice.
Authors
- Germán González (ORCID: https://orcid.org/0000-0001-9694-0766)
- Jorge Calbo
- José María Salinas (ORCID: https://orcid.org/0000-0003-2520-1178)
- Emilia Benítez
- Maria Dolores Sánchez-Valverde
- J. Galant
- Nicolás Cerrolaza
Institutions
- University of Alicante (ES)
- Hospital Universitari Sant Joan D'Alacant (ES)
- Hospital Vega Baja (ES)
Publication Details
- Journal
- Insights into Imaging
- Published
- 2025-04-15
- DOI
- https://doi.org/10.1186/s13244-025-01958-y
- Citations
- 10
- Primary Topic
- Hip and Femur Fractures
- Type
- article
- Field-Weighted Citation Impact
- 20.06