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Open access Aug 2026

The lower gastrointestinal bleeding rebleeding and mortality score (LGIB-RAMS): Derivation and internal validation of a novel risk stratification model

Background and Aims: Acute lower gastrointestinal bleeding carries substantial risks of recurrent bleeding and mortality and remains a frequent reason for hospitalization. Most existing risk scores are designed to predict a single clinical outcome, limiting their usefulness for comprehensive early assessment. We aimed...

Y. Özden, Ferhat Omurca, Nuh Mehmet Buyukberber · 0 citations
Open access Sep 2026

Natural language processing for detecting endoscopy-related adverse events in free-text procedure reports at a tertiary referral centre in Türkiye: a 10-year retrospective diagnostic accuracy study

Abstract Objectives Automated surveillance of endoscopy-related adverse events (AEs) from non-English free-text reports remains insufficiently evaluated. We compared rule-based and transformer-based natural language processing (NLP) for classifying index procedure reports according to 30-day clinician-adjudicated AE st...

Y. Özden, Ömer Yüzügülen, N. Büyükberber · 0 citations

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