A Novel Ensemble Approach for Rib Fracture Detection and Visualization using CNNs and Grad-CAM
The ensemble model demonstrates high accuracy and robustness in fracture detection, underscoring its potential for enhancing diagnostic processes in clinical settings. Despite limitations such as the small dataset size and lack of diverse demographic representation, the results are promising for future clinical application.
Authors
- Kai‐Cheng Yang (ORCID: https://orcid.org/0000-0003-4627-9273)
- Ling Wu (ORCID: https://orcid.org/0000-0002-9906-1588)
- Pengpai Li (ORCID: https://orcid.org/0000-0002-2709-468X)
- Hongyu Chen (ORCID: https://orcid.org/0000-0003-4888-0441)
Institutions
- Ningbo No.6 Hospital (CN)
Publication Details
- Journal
- Annali Italiani di Chirurgia
- Published
- 2025-01-09
- DOI
- https://doi.org/10.62713/aic.3666
- Citations
- 5
- Primary Topic
- COVID-19 diagnosis using AI
- Type
- article
- Field-Weighted Citation Impact
- 6.80