Advanced machine learning for predicting individual risk of flares in rheumatoid arthritis patients tapering biologic drugs.

Asmir VodencarevicKoray TascilarFabian HartmannMichaela ReiserAxel J HueberJudith HaschkaSara BayatTimo MeinderinkJohannes KnitzaLarissa MendezMelanie HagenGerhard KrönkeJürgen RechBernhard MangerArnd KleyerMarcus Zimmermann-RittereiserGeorg SchettDavid Simonnull null

Published in: Arthritis research & therapy (2021)

Machine learning methods were deemed feasible to predict flares after tapering bDMARDs in RA patients in sustained remission.

Keyphrases

machine learning
rheumatoid arthritis patients
disease activity
rheumatoid arthritis
end stage renal disease
ejection fraction
artificial intelligence
newly diagnosed
big data
prognostic factors
deep learning
ankylosing spondylitis
systemic sclerosis
interstitial lung disease
ulcerative colitis