Development and validation of a deep-learning model for scoring of radiographic finger joint destruction in rheumatoid arthritis

OBJECTIVE: The purpose of this research was to develop a deep-learning model to assess radiographic finger joint destruction in RA. METHODS: The model comprises two steps: a joint-detection step and a joint-evaluation step. Among 216 radiographs of 108 patients with RA, 186 radiographs were assigned...

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Publicat a:Rheumatol Adv Pract
Autors principals: Hirano, Toru, Nishide, Masayuki, Nonaka, Naoki, Seita, Jun, Ebina, Kosuke, Sakurada, Kazuhiro, Kumanogoh, Atsushi
Format: Artigo
Idioma:Inglês
Publicat: Oxford University Press 2019
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Original Article
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC6921374/
https://ncbi.nlm.nih.gov/pubmed/31872173
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/rap/rkz047
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