Dual-Approach AI for Pediatric Supracondylar Fractures: Multiclass Radiograph Classification with Explainable AI and Diagnostic Meta-analysis of AI-Based Computational Approaches.
YOLOv11 Nano provided the first multiclass deep learning framework for pediatric SCF Gartland subtype classification with strong diagnostic performance and CNN-based algorithms showed numerically higher specificity than the single included radiomics study, though this comparison warrants caution.