Introduction In forensic anthropology, building a biological profile is essential for identifying unknown human remains. Among the core components, sex estimation informs subsequent analyses of age, stature, and ancestry. The sternum, a central chest bone, has historically received less attention for sex estimation than the skull or pelvis. Recent advances in machine learning and deep…