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

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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… Click to show full abstract

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.

Keywords: based readily; health; identifying predicting; infections based; predicting postoperative; postoperative infections

Journal Title: Studies in health technology and informatics
Year Published: 2023

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