Fig. 4: The illustration of bone fracture classification and localization system.
From: A scalable physician-level deep learning algorithm detects universal trauma on pelvic radiographs

The proposed bone fracture classification and localization system trained with point-based supervision signals. The network uses PXR images as input and extracts different levels of feature abstractions through a bottom-up pathway, which is further fused by a top-down path.