The accuracy of fully automated algorithms for surveillance of healthcare-onset Clostridioides difficile infections in hospitalized patients

Author:

van der Werff Suzanne DesiréeORCID,Fritzing Mikael,Tanushi Hideyuki,Henriksson AronORCID,Dalianis HerculesORCID,Ternhag Anders,Färnert AnnaORCID,Nauclér PontusORCID

Abstract

Abstract We developed and validated a set of fully automated surveillance algorithms for healthcare-onset CDI using electronic health records. In a validation data set of 750 manually annotated admissions, the algorithm based on International Classification of Disease, Tenth Revision (ICD-10) code A04.7 had insufficient sensitivity. Algorithms based on microbiological test results with or without addition of symptoms performed well.

Publisher

Cambridge University Press (CUP)

Reference10 articles.

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5. 4. Dalianis, H , Henriksson, A , Kvist, M , Velupillai, S , Weegar, R. HEALTH BANK-A Workbench for Data Science Applications in Healthcare. Centro de Estudios Urbanos y Regionales website. http://ceur-ws.org/Vol-1381/paper1.pdf. Published 2015. Accessed February 28, 2022.

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