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Advanced machine learning for predicting individual risk of flares in rheumatoid arthritis patients tapering biologic drugs.
Vodencarevic A, Tascilar K, Hartmann F, Reiser M, Hueber AJ, Haschka J, Bayat S, Meinderink T, Knitza J, Mendez L, Hagen M, Krönke G, Rech J, Manger B, Kleyer A, Zimmermann-Rittereiser M, Schett G, Simon D; RETRO study group. Vodencarevic A, et al. Among authors: zimmermann rittereiser m. Arthritis Res Ther. 2021 Feb 27;23(1):67. doi: 10.1186/s13075-021-02439-5. Arthritis Res Ther. 2021. PMID: 33640008 Free PMC article. Clinical Trial.
Prediction of ineffectiveness of biological drugs using machine learning and explainable AI methods: data from the Austrian Biological Registry BioReg.
Ukalovic D, Leeb BF, Rintelen B, Eichbauer-Sturm G, Spellitz P, Puchner R, Herold M, Stetter M, Ferincz V, Resch-Passini J, Zwerina J, Zimmermann-Rittereiser M, Fritsch-Stork R. Ukalovic D, et al. Among authors: zimmermann rittereiser m. Arthritis Res Ther. 2024 Feb 8;26(1):44. doi: 10.1186/s13075-024-03277-x. Arthritis Res Ther. 2024. PMID: 38331930 Free PMC article.