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Deep learning-based automatic-bone-destruction-evaluation system using contextual information from other joints
BACKGROUND: X-ray images are commonly used to assess the bone destruction of rheumatoid arthritis. The purpose of this study is to propose an automatic-bone-destruction-evaluation system fully utilizing deep neural networks (DNN). This system detects all target joints of the modified Sharp/van der H...
Autores principales: | Miyama, Kazuki, Bise, Ryoma, Ikemura, Satoshi, Kai, Kazuhiro, Kanahori, Masaya, Arisumi, Shinkichi, Uchida, Taisuke, Nakashima, Yasuharu, Uchida, Seiichi |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9528108/ https://www.ncbi.nlm.nih.gov/pubmed/36192761 http://dx.doi.org/10.1186/s13075-022-02914-7 |
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