Deep learning for detection of radiographic sacroiliitis: achieving expert-level performance

BACKGROUND: Radiographs of the sacroiliac joints are commonly used for the diagnosis and classification of axial spondyloarthritis. The aim of this study was to develop and validate an artificial neural network for the detection of definite radiographic sacroiliitis as a manifestation of axial spond...

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Detalhes bibliográficos
Publicado no:Arthritis Res Ther
Main Authors: Bressem, Keno K., Vahldiek, Janis L., Adams, Lisa, Niehues, Stefan Markus, Haibel, Hildrun, Rodriguez, Valeria Rios, Torgutalp, Murat, Protopopov, Mikhail, Proft, Fabian, Rademacher, Judith, Sieper, Joachim, Rudwaleit, Martin, Hamm, Bernd, Makowski, Marcus R., Hermann, Kay-Geert, Poddubnyy, Denis
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2021
Assuntos:
Research Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8028815/
https://ncbi.nlm.nih.gov/pubmed/33832519
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s13075-021-02484-0
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