Med-ViX-Ray: Enhancing explainable chest X-ray analysis with clinical knowledge graphs

These results suggest that knowledge-guided attention and sign-based explanations can enhance interpretability and recall in chest X-ray classification models. Future work will extend the framework toward report generation and prospective clinical evaluation.