Timing of Tracheostomy and Ventilator-Associated Pneumonia Risk in ICU Patients

A clinical dataset concerning ventilator-associated pneumonia (VAP) risk in patients requiring prolonged mechanical ventilation. It was created by Gabriel Arteaga-Troncoso and last updated on May 12, 2026. The dataset is stored in SAV format and has a size of 183.3 KB.

Use Cases

• Modeling the association between tracheostomy timing and VAP risk based on ICU patient data.
• Analyzing how exposure changes over time affect VAP outcomes in prolonged mechanical ventilation.
• Investigating the controversial role of tracheostomy in modifying VAP risk in real-world ICU settings.

Strengths

• Dataset is openly licensed under CC-BY-4.0.
• File size is 183.3 KB, indicating a focused and manageable dataset.

Limitations

• Row count is unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• Description metadata is limited; actual data quality requires manual inspection after download.

Provenance

Source

figshare

Freshness

Last updated 2026-05-12 19:09:10; freshness should be verified.