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

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

Abstract Background Biological disease-modifying anti-rheumatic drugs (bDMARDs) can be tapered in some rheumatoid arthritis (RA) patients in sustained remission. The purpose of this study was to assess the feasibility of building a model to estimate the individual flare probability in RA patients ta...

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Bibliographic Details
Main Authors: Asmir Vodencarevic, Koray Tascilar, Fabian Hartmann, Michaela Reiser, Axel J. Hueber, Judith Haschka, Sara Bayat, Timo Meinderink, Johannes Knitza, Larissa Mendez, Melanie Hagen, Gerhard Krönke, Jürgen Rech, Bernhard Manger, Arnd Kleyer, Marcus Zimmermann-Rittereiser, Georg Schett, David Simon, on behalf of the RETRO study group
Format: Article
Language:English
Published: BMC 2021-02-01
Series:Arthritis Research & Therapy
Subjects:
Rheumatoid arthritis
Machine learning
Flare prediction
Online Access:https://doi.org/10.1186/s13075-021-02439-5

Internet

https://doi.org/10.1186/s13075-021-02439-5

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