Deep Learning-Assisted Diagnosis of Pediatric Skull Fractures on Plain Radiographs

• Published in: Korean journal of radiology Vol. 23; no. 3; pp. 343 - 354
• Main Authors: Jae Won Choi, Yeon Jin Cho, Ji Young Ha, Yun Young Lee, Seok Young Koh, June Young Seo, Young Hun Choi, Jung-Eun Cheon, Ji Hoon Phi, Injoon Kim, Jaekwang Yang, Woo Sun Kim
• Format: Journal Article
• Language: Korean
• Published: 2022
• Subjects: Deep learning; Plain radiograph; Skull fracture; Artificial intelligence; Pediatric

Objective: To develop and evaluate a deep learning-based artificial intelligence (AI) model for detecting skull fractures on plain radiographs in children. Materials and Methods: This retrospective multi-center study consisted of a development dataset acquired from two hospitals (n = 149 and 264) an...