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Machine learning identifies a profile of inadequate responder to methotrexate in rheumatoid arthritis
OBJECTIVES: Around 30% of patients with RA have an inadequate response to MTX. We aimed to use routine clinical and biological data to build machine learning models predicting EULAR inadequate response to MTX and to identify simple predictive biomarkers. METHODS: Models were trained on RA patients f...
Autores principales: | Duquesne, Julien, Bouget, Vincent, Cournède, Paul Henry, Fautrel, Bruno, Guillemin, Francis, de Jong, Pascal H P, Heutz, Judith W, Verstappen, Marloes, van der Helm-van Mil, Annette H M, Mariette, Xavier, Bitoun, Samuel |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10321123/ https://www.ncbi.nlm.nih.gov/pubmed/36416134 http://dx.doi.org/10.1093/rheumatology/keac645 |
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