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Interpretable Deep-Learning Approaches for Osteoporosis Risk Screening and Individualized Feature Analysis Using Large Population-Based Data: Model Development and Performance Evaluation

BACKGROUND: Osteoporosis is one of the diseases that requires early screening and detection for its management. Common clinical tools and machine-learning (ML) models for screening osteoporosis have been developed, but they show limitations such as low accuracy. Moreover, these methods are confined...

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Detalles Bibliográficos
Autores principales: Suh, Bogyeong, Yu, Heejin, Kim, Hyeyeon, Lee, Sanghwa, Kong, Sunghye, Kim, Jin-Woo, Choi, Jongeun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9883743/
https://www.ncbi.nlm.nih.gov/pubmed/36482780
http://dx.doi.org/10.2196/40179

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