Abstract Background Less experienced clinicians sometimes make misdiagnosis of hip fractures. We developed computer-aided diagnosis (CAD) system for hip fractures on plain X-rays using a deep learning model trained on a large dataset. In this study. we examined whether the accuracy of the diagnosis of hip fracture of the residents could be improved by using this system. https://foldlyers.shop/product-category/shields/