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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Библиографические подробности
Опубликовано в: :PLoS Med
Главные авторы: Eng, Simon W. M., Aeschlimann, Florence A., van Veenendaal, Mira, Berard, Roberta A., Rosenberg, Alan M., Morris, Quaid, Yeung, Rae S. M.
Формат: Artigo
Язык:Inglês
Опубликовано: Public Library of Science 2019
Предметы:
Research Article
Online-ссылка: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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