Identifying the need for infection-related consultations in intensive care patients using machine learning models

Abstract Infection-related consultations on intensive care units (ICU) have a positive impact on quality of care and clinical outcome. However, timing of these consultations is essential and to date they are typically event-triggered and reactive. Here, we investigate a proactive approach to identif...

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Bibliographic Details
Main Authors: Leslie R. Zwerwer, Christian F. Luz, Dimitrios Soudis, Nicoletta Giudice, Maarten W. N. Nijsten, Corinna Glasner, Maurits H. Renes, Bhanu Sinha
Format: Article
Language:English
Published: Nature Portfolio 2024-01-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-024-52741-w