VAP Identification by AI
AI-VAP
EARLY IDENTIFICATION OF VENTILATOR ASSOCIATED PNEUMONIA USING MACHINE LEARNING TECHNIQUES: A PROSPECTIVE COHORT
1 other identifier
observational
76
1 country
1
Brief Summary
Ventilator-associated pneumonia (VAP) is the most frequent infection in the intensive care setting. For VAP there is currently no reliable diagnostic criteria. We aimed with the present study, using data from the mechanical ventilator to identify early this infection using artificial intelligence methods .
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P50-P75 for all trials
Started Jul 2023
1 active site
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
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Study Timeline
Key milestones and dates
Study Start
First participant enrolled
July 1, 2023
CompletedPrimary Completion
Last participant's last visit for primary outcome
March 1, 2025
CompletedFirst Submitted
Initial submission to the registry
April 1, 2025
CompletedFirst Posted
Study publicly available on registry
April 8, 2025
CompletedStudy Completion
Last participant's last visit for all outcomes
June 15, 2025
CompletedAugust 24, 2025
August 1, 2025
1.7 years
April 1, 2025
August 22, 2025
Conditions
Outcome Measures
Primary Outcomes (1)
Early identification of VAP
Sensitivity, specificity, AUROC and AUPRC
From July 2023 to Mars 2025
Eligibility Criteria
All consecutive adult patients admitted to our ICU requiring invasive respiratory support for at least 48 hours will be enrolled
You may qualify if:
- adult patients admitted to our ICU requiring invasive respiratory support for at least 48 hours
You may not qualify if:
- previuos pneumonia
Contact the study team to confirm eligibility.
Sponsors & Collaborators
Study Sites (1)
Ospedale civico Lugano
Lugano, Canton Ticino, 6900, Switzerland
MeSH Terms
Conditions
Condition Hierarchy (Ancestors)
Study Design
- Study Type
- observational
- Observational Model
- COHORT
- Time Perspective
- PROSPECTIVE
- Sponsor Type
- OTHER
- Responsible Party
- SPONSOR
Study Record Dates
First Submitted
April 1, 2025
First Posted
April 8, 2025
Study Start
July 1, 2023
Primary Completion
March 1, 2025
Study Completion
June 15, 2025
Last Updated
August 24, 2025
Record last verified: 2025-08