A prediction model of pediatric bone density from plain spine radiographs using deep learning

A prediction model of pediatric bone density from plain spine radiographs using deep learning

Abstract Osteoporosis, a bone disease characterized by decreased bone mineral density (BMD) resulting in decreased mechanical strength and an increased fracture risk, remains poorly understood in children. Herein, we developed/validated a deep learning-based model to predict pediatric BMD using plai...

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Bibliographic Details
Main Authors: Juntaek Hong, Hyunoh Sung, Joong-on Choi, Junseop Lee, Sujin Kim, Seong Jae Hwang, Dong-wook Rha
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
Subjects:
Pediatric osteoporosis
Bone mineral density
Dual-energy X-ray absorptiometry
Radiography
Deep learning
Online Access:https://doi.org/10.1038/s41598-025-96949-w
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https://doi.org/10.1038/s41598-025-96949-w

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