Patterns of joint involvement in juvenile idiopathic arthritis and prediction of disease course: A prospective study with multilayer non-negative matrix factorization

BACKGROUND: Joint inflammation is the common feature underlying juvenile idiopathic arthritis (JIA). Clinicians recognize patterns of joint involvement currently not part of the International League of Associations for Rheumatology (ILAR) classification. Using unsupervised machine learning, we sough...

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Detalhes bibliográficos
Publicado no:PLoS Med
Main Authors: Eng, Simon W. M., Aeschlimann, Florence A., van Veenendaal, Mira, Berard, Roberta A., Rosenberg, Alan M., Morris, Quaid, Yeung, Rae S. M.
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2019
Assuntos:
Research Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6390994/
https://ncbi.nlm.nih.gov/pubmed/30807586
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pmed.1002750
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