Convolutional neural network for classification of two-dimensional array images generated from clinical information may support diagnosis of rheumatoid arthritis

This research aimed to study the application of deep learning to the diagnosis of rheumatoid arthritis (RA). Definite criteria or direct markers for diagnosing RA are lacking. Rheumatologists diagnose RA according to an integrated assessment based on scientific evidence and clinical experience. Our...

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Detalles Bibliográficos
Autores principales: Fukae, Jun, Isobe, Masato, Hattori, Toshiyuki, Fujieda, Yuichiro, Kono, Michihiro, Abe, Nobuya, Kitano, Akemi, Narita, Akihiro, Henmi, Mihoko, Sakamoto, Fumihiko, Aoki, Yuko, Ito, Takeya, Mitsuzaki, Akio, Matsuhashi, Megumi, Shimizu, Masato, Tanimura, Kazuhide, Sutherland, Kenneth, Kamishima, Tamotsu, Atsumi, Tatsuya, Koike, Takao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7101306/
https://www.ncbi.nlm.nih.gov/pubmed/32221385
http://dx.doi.org/10.1038/s41598-020-62634-3

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