Wrist and elbow fracture detection and segmentation by artificial intelligence using point-of-care ultrasound.
Journal:
Journal of ultrasound
Published Date:
Apr 15, 2025
Abstract
PURPOSE: Distal radius (wrist) and supracondylar (elbow) fractures are common in children presenting to Pediatric Emergency Departments (EDs). These fractures are treated conservatively or surgically depending on deformity severity. Radiographs are typically used for diagnosis but can increase wait times due to the need for radiation-safe rooms. Ultrasound (US) offers a radiation-free, faster alternative that can be performed at triage, but its noisy images are challenging to interpret.