Expert Recommendations for Airway Pressure Release Ventilation Settings

A 270.9 KB PDF document contains expert consensus guidance on setting and adjusting Airway Pressure Release Ventilation (APRV) for adult ARDS patients. The recommendations were developed by a panel of clinicians and scientists using the Nominal Group Technique, integrating clinical experience with basic science evidence. It provides specific protocols for initial settings like P_High, T_High, P_Low, and T_Low.

Use Cases

• Extract and structure the recommended initial APRV settings for P_High, T_High, P_Low, and T_Low to build a clinical decision support tool.
• Analyze the consensus-derived injurious APRV settings to train a model for identifying potentially harmful ventilation parameters.
• Use the expert guidance on titrating settings in response to lung physiology changes to inform reinforcement learning for dynamic ventilator adjustment.

Strengths

• Provides expert consensus from a panel with extensive clinical and basic science experience in APRV.
• The 270.9 KB document offers a focused, evidence-based protocol for a specific ventilation mode.
• Recommendations are grounded in reviewed literature on lung physiology and published APRV research.

Limitations

• The dataset is a single, small PDF file (270.9 KB) containing textual recommendations, not structured tabular data for direct analysis.
• As an expert position statement, it represents consensus opinion rather than raw clinical trial data or patient records.
• The guidance is specific to APRV for adult ARDS/ALI, limiting generalizability to other ventilation modes or patient populations.

Provenance

Source

Gary F. Nieman via figshare.

Collection Method

Developed through a one-day expert panel meeting using the Nominal Group Technique for consensus, integrating clinical experience and literature review.

Time Range

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Freshness

Last updated March 25, 2026.

Geography

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