Actively Recruiting
BACTERIUM: Study for a Machine-learning-based Model to Predict Bloodstream Infections
Led by Fondazione Policlinico Universitario Agostino Gemelli IRCCS · Updated on 2025-03-11
5000
Participants Needed
1
Research Sites
216 weeks
Total Duration
On this page
AI-Summary
What this Trial Is About
An increase of healthcare-associated infections caused by multidrug- resistant organisms (MRDO) is currently observed. One of the main causes of the emergence of a MDRO infection is an overuse of antibiotics. Therefore, saving useless antibiotic treatment is currently a priority from a public health point of view. The evaluation of the risk of having a bloodstream infection will allow both activating faster treatment decisions (when the risk is significantly high) or to save useless resources in terms of diagnostic tests and treatments, also limiting the potential for side effects (when the risk is significantly low).
CONDITIONS
Official Title
BACTERIUM: Study for a Machine-learning-based Model to Predict Bloodstream Infections
Who Can Participate
Eligibility Criteria
You may qualify if you...
- Adult patients hospitalized at the Gemelli Polyclinic Foundation
- Having at least one performed blood culture
- Starting an antibiotic therapy
You will not qualify if you...
- Blood cultures with contaminants
- Younger than 18 years old
- Died less than 48 hours after blood culture positivity
AI-Screening
AI-Powered Screening
Complete this quick 3-step screening to check your eligibility
Trial Site Locations
Total: 1 location
1
Fondazione Policlinico Agostino Gemelli Irccs
Rome, Italy, 00168
Actively Recruiting
Research Team
R
rita murri
CONTACT
How is the study designed?
Study Type
OBSERVATIONAL
Masking
N/A
Allocation
N/A
Model
N/A
Primary Purpose
N/A
Number of Arms
0
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