Summary: This paper describes the development of a deep learning model for prediction of hip fractures on pelvic radiographs (X-rays). Developed using over 40. 000 pelvic radiographs from a single institution. the model demonstrated high sensitivity and specificity when applied to a test set of emergency department radiographs. https://www.goodvibesbadhabiters.shop/product-category/tom-of-finland/