Automated bone mineral density prediction and fracture risk assessment using plain radiographs via deep learning

Dual-energy X-ray absorptiometry (DXA) is underutilized to measure bone mineral density (BMD) and evaluate fracture risk. We present an automated tool to identify fractures, predict BMD, and evaluate fracture risk using plain radiographs. The tool performance is evaluated on 5164 and 18175 patients...

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Detalles Bibliográficos
Autores principales: Hsieh, Chen-I, Zheng, Kang, Lin, Chihung, Mei, Ling, Lu, Le, Li, Weijian, Chen, Fang-Ping, Wang, Yirui, Zhou, Xiaoyun, Wang, Fakai, Xie, Guotong, Xiao, Jing, Miao, Shun, Kuo, Chang-Fu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8446034/
https://www.ncbi.nlm.nih.gov/pubmed/34531406
http://dx.doi.org/10.1038/s41467-021-25779-x

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8446034/
https://www.ncbi.nlm.nih.gov/pubmed/34531406
http://dx.doi.org/10.1038/s41467-021-25779-x

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