Evidence

PERISCOPE has been developed in close collaboration with several hospitals. To ensure a rigorous and transparent approach, we aim to scientifically validate and publish our research, development and clinical evaluation steps.
The following research has been performed in collaboration with Leiden University Medical Center, Radboud University Medical Centre, Ziekenhuis Oost Limburg and others.

Evidence

Development and validation of artificial intelligence models for early detection of postoperative infections (PERISCOPE): a multicentre study using electronic health record data

Authors: S.L. van der Meijden, A.M. van Boekel, L.J. Schinkelshoek, H. Goor, E.W. Steyerberg, R.G.H.H. Nelissen, D. Mesotten, B.F. Geerts, M.G.J. de Boer, M.S. Arbous Journal: The Lancet Regional Health–Europe Year: 2024

Evidence

Systematic evaluation of machine learning models for postoperative surgical site infection prediction

Authors: A.M. van Boekel S.L. van der Meijden, M.S. Arbous, R.G.H.H. Nelissen, K.E. Veldkamp et al. Journal: PLoS One Year: 2024

Evidence

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

Authors: S.L. van der Meijden, A.M. van Boekel, H. Goor, R.G.H.H. Nelissen, J.W. Schoones, E.W. Steyerberg, B.F. Geerts, M.G.J. de Boer, M.S. Arbous Journal: JMIR Medical Informatics Year: 2024

Evidence

AI voor postoperatief infectie management: PERISCOPE

Authors: S.L. van der Meijden Journal: MT Integraal Year: 2023

Evidence

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

Authors: S.L. van der Meijden, A.M. van Boekel, L.J. Schinkelshoek, H. Goor, M.G.J. de Boer, E.W. Steyerberg, B.F. Geerts, M.S. Arbous Journal: Studies in Health Technology and Informatics Year: 2023

Evidence

Possibilities and challenges for artificial intelligence and machine learning in perioperative care

Authors: S.L. van der Meijden, M.S. Arbous, B.F. Geerts Journal: British Journal of Anaesthesia Education Year: 2023

Evidence

First Week Post-Operative C-Reactive Protein Kinetics Show Different Patterns of Association with Infection Depending on the Type of Surgery.

Authors: A.M. van Boekel, S.L. van der Meijden, B.F. Geerts, M.S. Arbous, M.G.J. de Boer Journal: Open Forum Infectious Diseases Year: 2022

Evidence

Reporting guideline for the early stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI

Authors: B. Vasey, M. Negendran, B. Campbell, D.A. Clifton,…, B.F. Geerts et al. Journal: BMJ Year: 2022