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Personalized prediction of disease activity in patients with rheumatoid arthritis using an adaptive deep neural network

BACKGROUND: Deep neural networks learn from former experiences on a large scale and can be used to predict future disease activity as potential clinical decision support. AdaptiveNet is a novel adaptive recurrent neural network optimized to deal with heterogeneous and missing clinical data. OBJECTIV...

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Detalhes bibliográficos
Publicado no:PLoS One
Main Authors: Kalweit, Maria, Walker, Ulrich A., Finckh, Axel, Müller, Rüdiger, Kalweit, Gabriel, Scherer, Almut, Boedecker, Joschka, Hügle, Thomas
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2021
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Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8241074/
https://ncbi.nlm.nih.gov/pubmed/34185794
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0252289
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