Is it healing? Making fracture assessment less subjective

Fracture healing assessment on serial X-rays is more subjective than it looks. A deep learning framework using YOLOv11 tracks callus formation and fracture-line changes across follow-up, with its clearest advantage at early postoperative stages when human reader agreement is lowest.