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Development of a Transformer-Based Cardiac Arrest Prediction Model for General Ward Patients
2026-01-13
health informatics
Title + abstract only
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BackgroundIn-hospital cardiac arrest on general wards is often preceded by detectable physiological deterioration, yet conventional early warning scores demonstrate limited discrimination. We developed and performed preliminary validation of a transformer-based cardiac arrest prediction system for general ward patients. MethodsThis retrospective study was conducted among general ward patients at a tertiary academic hospital in South Korea (Severance Hospital, 2013-2017). We developed Cardiac Ar...
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