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Identification of osteoporosis using ensemble deep learning model with panoramic radiographs and clinical covariates

Osteoporosis is becoming a global health issue due to increased life expectancy. However, it is difficult to detect in its early stages owing to a lack of discernible symptoms. Hence, screening for osteoporosis with widely used dental panoramic radiographs would be very cost-effective and useful. In...

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Detalles Bibliográficos
Autores principales: Sukegawa, Shintaro, Fujimura, Ai, Taguchi, Akira, Yamamoto, Norio, Kitamura, Akira, Goto, Ryosuke, Nakano, Keisuke, Takabatake, Kiyofumi, Kawai, Hotaka, Nagatsuka, Hitoshi, Furuki, Yoshihiko
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9005660/
https://www.ncbi.nlm.nih.gov/pubmed/35413983
http://dx.doi.org/10.1038/s41598-022-10150-x