International journal of medical informaticsElectronic Health RecordsHumansNatural Language ProcessingThrombophiliaRetrospective Studies
Early clinical implementation and evaluation of an NLP-Based AI system for thrombophilia assessment using electronic health records.
Anne Bryde Alnor, Josefine Bak Højer Adelhelm, Lina Elkjær Pedersen, Kaja Kastberg Faurø, Martin Sundahl Laursen, Rasmus Bank Lynggaard, Pernille Just Vinholt
Published: 202610.1016/j.ijmedinf.2025.106135
Abstract
BACKGROUND: Thrombophilia evaluation requires integration of biochemical findings with clinical history, much of which is embedded in unstructured electronic health record (EHR) text. Manual chart review is labour-intensive and prone to omissions. Na…
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