Pre-AF 13 is a 13-feature interpretable risk score from NLP-processed EHR discharge reports that predicts 24-month AF incidence in CVD patients with ROC AUC 0.725, outperforming CHARGE-AF, C2HEST, MHS, and HAVOC.
and Galitskiy, Igor and Shelmanov, Artem
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Pre-AF 13: An Interpretable Atrial Fibrillation Risk Score Mined from Discharge Reports
Pre-AF 13 is a 13-feature interpretable risk score from NLP-processed EHR discharge reports that predicts 24-month AF incidence in CVD patients with ROC AUC 0.725, outperforming CHARGE-AF, C2HEST, MHS, and HAVOC.