Deep Learning-Based Classification of Inflammatory Arthritis by Identification of Joint Shape Patterns—How Neural Networks Can Tell Us Where to “Deep Dive” Clinically

OBJECTIVE: We investigated whether a neural network based on the shape of joints can differentiate between rheumatoid arthritis (RA), psoriatic arthritis (PsA), and healthy controls (HC), which class patients with undifferentiated arthritis (UA) are assigned to, and whether this neural network is ab...

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Detalles Bibliográficos
Autores principales: Folle, Lukas, Simon, David, Tascilar, Koray, Krönke, Gerhard, Liphardt, Anna-Maria, Maier, Andreas, Schett, Georg, Kleyer, Arnd
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Medicine
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8960274/
https://www.ncbi.nlm.nih.gov/pubmed/35360728
http://dx.doi.org/10.3389/fmed.2022.850552

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8960274/
https://www.ncbi.nlm.nih.gov/pubmed/35360728
http://dx.doi.org/10.3389/fmed.2022.850552

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