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Author

Serpil Meric Toprak

2 papers indexed here

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Sep 2026

Predicting relapse in pediatric IgA vasculitis in the era of machine learning: an explainable hybrid ensemble model.

OBJECTIVES This study aimed to develop an explainable hybrid ensemble machine learning (ML) model to predict relapse in pediatric IgA vasculitis (IgAV) using routine clinical and laboratory data. METHODS This retrospective cohort study included 653 children diagnosed with IgAV according to EULAR/PRINTO/PRES criteria....

Eda Nur Dizman, Zeynep Turgut, Sema Yıldırım et al. · 0 citations

Performance of Large Language Models in Answering Juvenile Systemic Lupus Erythematosus Questions: A Blinded Expert-based Comparative Study.

BACKGROUND Large language models are increasingly used to obtain medical information, but their performance in juvenile systemic lupus erythematosus remains insufficiently characterized. OBJECTIVE To compare expert-rated response quality and clinical relevance across 4 artificial intelligence (AI) models using standa...

Ufuk Furkan Ozdemir, Serpil Meric Toprak, Aybüke Günalp et al. · 0 citations

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