Screening obstructive sleep apnea patients via deep learning of knowledge distillation in the lateral cephalogram

The lateral cephalogram in orthodontics is a valuable screening tool on undetected obstructive sleep apnea (OSA), which can lead to consequences of severe systematic disease. We hypothesized that a deep learning-based classifier might be able to differentiate OSA as anatomical features in lateral ce...

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Detalles Bibliográficos
Autores principales: Kim, Min-Jung, Jeong, Jiheon, Lee, Jung-Wook, Kim, In-Hwan, Park, Jae-Woo, Roh, Jae-Yon, Kim, Namkug, Kim, Su-Jung
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10584979/
https://www.ncbi.nlm.nih.gov/pubmed/37853030
http://dx.doi.org/10.1038/s41598-023-42880-x

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10584979/
https://www.ncbi.nlm.nih.gov/pubmed/37853030
http://dx.doi.org/10.1038/s41598-023-42880-x

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