Automated Identification of Postoperative Infections to Allow Prediction and Surveillance Based on Electronic Health Record Data: Scoping Review

Siri Lise van der Meijden   ^{1, 2} , MSc ;   Anna M van Boekel   ¹ , MD ;   Harry van Goor   ³ , MD, PhD ;   Rob GHH Nelissen   ⁴ , MD, PhD ;   Jan W Schoones   ⁵ , MA ;   Ewout W Steyerberg   ⁶ , PhD ;   Bart F Geerts   ² , MD, MBA, PhD ;   Mark GJ de Boer   ⁷ , MD, PhD ;   M Sesmu Arbous   ¹ , MD, PhD

¹ Intensive Care Unit, Leiden University Medical Center, Leiden, The Netherlands

² Healthplus.ai BV, Amsterdam, The Netherlands

³ General Surgery Department, Radboud University Medical Center, Nijmegen, The Netherlands

⁴ Department of Orthopedics, Leiden University Medical Center, Leiden, The Netherlands

⁵ Directorate of Research Policy, Leiden University Medical Center, Leiden, The Netherlands

⁶ Department of Biomedical Data Sciences, Leiden University Medical Center, Leiden, The Netherlands

⁷ Department of Infectious Diseases, Leiden University Medical Center, Leiden, The Netherlands