Deep Learning for Osteoporosis Classification Using Hip Radiographs and Patient Clinical Covariates

This study considers the use of deep learning to diagnose osteoporosis from hip radiographs, and whether adding clinical data improves diagnostic performance over the image mode alone. For objective labeling, we collected a dataset containing 1131 images from patients who underwent both skeletal bon...

Descripción completa

Detalles Bibliográficos
Autores principales: Yamamoto, Norio, Sukegawa, Shintaro, Kitamura, Akira, Goto, Ryosuke, Noda, Tomoyuki, Nakano, Keisuke, Takabatake, Kiyofumi, Kawai, Hotaka, Nagatsuka, Hitoshi, Kawasaki, Keisuke, Furuki, Yoshihiko, Ozaki, Toshifumi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7697189/
https://www.ncbi.nlm.nih.gov/pubmed/33182778
http://dx.doi.org/10.3390/biom10111534

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7697189/
https://www.ncbi.nlm.nih.gov/pubmed/33182778
http://dx.doi.org/10.3390/biom10111534

Ejemplares similares