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Review Open access Aug 2026

How Ready Are Machine-Learning Prognostic Models for Inflammatory Bowel Disease? A Systematic Review and PROBAST + AI Appraisal of 111 Studies

Background: Artificial intelligence (AI) and machine-learning (ML) prognostic models are increasingly developed for inflammatory bowel disease (IBD), yet their reported performance and clinical readiness remain inadequately appraised. Methods: Following PRISMA 2020 and a registered protocol, we searched PubMed, Web of...

J. Vrdoljak, Marino Vilović, Roko Šantić et al. · 1 citation

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