genpark-personal-agent-pulmonary-stress-index-ventilator-titration-skill
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- License — License: Apache-2.0
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Personal agent skill for calculating and stratifying mechanical ventilation Stress Index (Paw = a * t^b + c) to distinguish alveolar recruitment (b < 0.95), linear compliance (0.95-1.05), and tidal overdistension (b > 1.05).
README.md
Pulmonary Stress Index (SI) & Ventilator Titration Skill
A production-grade, zero-mock personal agent skill engineered for critical care mechanical ventilation profiling, dynamic airway elastance trajectory modeling, and personalized PEEP/tidal volume titration.
Features
- Deterministic Curve Fitting & Classification: Accurately computes Stress Index exponent $b$ to identify nonlinear elastance changes.
- VILI Prevention Sentinel: Direct guidance to prevent cyclic atelectotrauma and alveolar overdistension.
- Pure Standard Library: Zero external dependencies; fully portable for edge and clinical AI deployment.
Clinical References
- Ranieri, V. M., et al. (2000). Use of the respiratory system stress index to prevent lung injury in patients with acute respiratory distress syndrome. Anesthesiology, 92(6), 1545-1554.
- Grasso, S., et al. (2007). Stress index for setting positive end-expiratory pressure in patients with acute respiratory distress syndrome. Critical Care Medicine, 35(4), 1011-1017.
License
Apache-2.0
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