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Assessment of Organ Failure Risk Predictions in ICU
Sponsor: ETH Zurich
Summary
During this observational study, the investigators aim to assess the ability of ICU clinicians to predict the risk of impending organ failure and retrospectively compare it to the performance of previously published machine learning models. The central hypothesis of this study is that the treating physician can predict impending organ failure in adult ICU patients with similar accuracy as the best previously publishes machine learning models.
Official title: Prospective Assessment of Risk Predictions of Organ Failure in the Intensive Care Unit - Comparing Accuracy of Human and AI Risk Predictions
Key Details
Gender
All
Age Range
18 Years - Any
Study Type
OBSERVATIONAL
Enrollment
499
Start Date
2024-11-18
Completion Date
2026-05-15
Last Updated
2025-08-28
Healthy Volunteers
No
Locations (1)
University Hospital Inselspital, Berne
Bern, Canton of Bern, Switzerland