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Appropriate Use of Blood Cultures in the Emergency Department Through Machine Learning
Sponsor: Amsterdam UMC, location VUmc
Summary
The goal of this clinical trial is to study whether the use of our blood culture prediction tool is non-inferior to current practice and if it can improve certain outcomes in all adult patients presenting to the emergency department with a clinical indication for a blood culture analysis (according to the treating physician). The primary endpoint is 30-day mortality. Key secondary outcomes are: * hospital admission rates * in-hospital mortality * hospital length-of-stay. In the intervention group, the physician will follow the advice of our blood culture prediction tool. In the comparison group all patients will undergo a blood culture analysis.
Official title: Appropriate Use of Blood Cultures in the Emergency Department Through Machine Learning: a Randomized Controlled Trial
Key Details
Gender
All
Age Range
18 Years - Any
Study Type
INTERVENTIONAL
Enrollment
7584
Start Date
2024-02-19
Completion Date
2027-07
Last Updated
2024-05-07
Healthy Volunteers
Yes
Conditions
Interventions
Blood culture prediction tool
Machine learning based predicition tool
Locations (1)
Amsterdam UMC - location AMC
Amsterdam, Netherlands