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Development and validation of a fully automated system using deep learning for opportunistic osteoporosis screening using low-dose computed tomography scans

BACKGROUND: Bone density measurement is an important examination for the diagnosis and screening of osteoporosis. The aim of this study was to develop a deep learning (DL) system for automatic measurement of bone mineral density (BMD) for osteoporosis screening using low-dose computed tomography (LD...

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Detalles Bibliográficos
Autores principales: Niu, Xinyi, Huang, Yilin, Li, Xinyu, Yan, Wenming, Lu, Xuanyu, Jia, Xiaoqian, Li, Jianying, Hu, Jieliang, Sun, Tianze, Jing, Wenfeng, Guo, Jianxin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: AME Publishing Company 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10423368/
https://www.ncbi.nlm.nih.gov/pubmed/37581046
http://dx.doi.org/10.21037/qims-22-1438