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Machine learning prediction and explanatory models of serious infections in patients with rheumatoid arthritis treated with tofacitinib

Abstract Background Patients with rheumatoid arthritis (RA) have an increased risk of developing serious infections (SIs) vs. individuals without RA; efforts to predict SIs in this patient group are ongoing. We assessed the ability of different machine learning modeling approaches to predict SIs usi...

Celý popis

Uloženo v:
Hlavní autoři: Merete Lund Hetland, Anja Strangfeld, Gianluca Bonfanti, Dimitrios Soudis, J. Jasper Deuring, Roger A. Edwards
Médium: Artigo
Jazyk:Inglês
Vydáno: BMC 2024-08-01
Edice:Arthritis Research & Therapy
Témata:
Machine learning
Prediction models
Rheumatic diseases
Infectious diseases
Janus kinase inhibitor
Treatment safety
On-line přístup:https://doi.org/10.1186/s13075-024-03376-9
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