Bronchial Hygiene Techniques in Mechanically Ventilated ICU Patients

A randomized clinical trial with 93 critically ill patients on mechanical ventilation for over 24 hours, conducted in a university hospital intensive care unit. The study compares the effects of vibrocompression, hyperinflation with a mechanical ventilator, and their combination on aspirated secretion weight and cardiopulmonary parameters. The dataset was authored by Wagner da Silva Naue and is available via paperswithcode.

Use Cases

• Compare the efficacy of different bronchial hygiene techniques based on the weight of aspirated secretions.
• Analyze changes in hemodynamic and pulmonary parameters before and after intervention application.
• Evaluate associations between intervention type and clinical outcomes like tracheal reintubation frequency and mortality.
• Train models to predict patient response to specific respiratory therapy combinations.

Strengths

• Data originates from a randomized clinical trial with 93 patients, providing a structured experimental basis.
• Outcomes include specific, measured quantities like secretion weight in grams and statistical significance (p=0.006).
• The description details three distinct intervention groups and a control (tracheal aspiration alone).

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.
• Last update date is unknown; freshness unverified.

Provenance

Source

Wagner da Silva Naue via paperswithcode.

Collection Method

Randomized clinical trial conducted in a university hospital ICU.

Geography

Likely a single university hospital intensive care unit; specific location not stated.