Identifying and Predicting Postoperative Infections Based on Readily Available Electronic Health Record Data.

Siri Lise van der Meijden, Anna van Boekel, Laurens Schinkelshoek,Harry van Goor, Mark de Boer,Ewout Steyerberg, Bart Geerts,Sesmu Arbous

Studies in health technology and informatics（2023）

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摘要

Identification of postoperative infections based on retrospective patient data is currently done using manual chart review. We used a validated, automated labelling method based on registrations and treatments to develop a high-quality prediction model (AUC 0.81) for postoperative infections.

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关键词

Artificial Intelligence, Prediction, Postoperative infections, Electronic Health Record

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