Deep learning for screening primary osteopenia and osteoporosis using spine radiographs and patient clinical covariates in a Chinese population

PURPOSE: Many high-risk osteopenia and osteoporosis patients remain undiagnosed. We proposed to construct a convolutional neural network model for screening primary osteopenia and osteoporosis based on the lumbar radiographs, and to compare the diagnostic performance of the CNN model adding the clin...

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Detalles Bibliográficos
Autores principales: Mao, Liting, Xia, Ziqiang, Pan, Liang, Chen, Jun, Liu, Xian, Li, Zhiqiang, Yan, Zhaoxian, Lin, Gengbin, Wen, Huisen, Liu, Bo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Endocrinology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9513384/
https://www.ncbi.nlm.nih.gov/pubmed/36176468
http://dx.doi.org/10.3389/fendo.2022.971877

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