Machine learning differentiation of rheumatoid arthritis-Sjögren’s syndrome overlap from Sjögren’s syndrome with polyarthritis

Machine learning differentiation of rheumatoid arthritis-Sjögren’s syndrome overlap from Sjögren’s syndrome with polyarthritis

ObjectiveThis study aimed to evaluate the utility of machine learning algorithms in differentiating rheumatoid arthritis-Sjögren’s syndrome overlap (RA-SS) from Sjögren’s syndrome with polyarthritis (SS-PA), and to identify key factors influencing diagnostic differentiation.MethodsThis retrospective...

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Bibliographic Details
Main Authors: Minzhi Gan, Yong Peng, Ying Ying, Keyue Zhang, Yong Chen
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-07-01
Series:Frontiers in Immunology
Subjects:
rheumatoid arthritis
Sjögren’s syndrome
machine learning
random forest
differential diagnosis
autoimmune diseases
Online Access:https://www.frontiersin.org/articles/10.3389/fimmu.2025.1614631/full
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