Benchmarking a deep learning model against healthcare practitioners for hip fracture detection in the emergency department

The DL model could not match radiographers' performance, highlighting the importance of clinical context in fracture detection. While the model's short reading time could reduce diagnostic delays, further development incorporating higher-resolution images and multimodal clinical data integration is needed before clinical deployment.