Predicting Liberation from Mechanical Ventilation in the Intensive Care Unit
2023
Team Members:
- Shudong Li
- Sruthika Baviriseaty
- Marianna Elia
- Sai Manasa Kalyanam
- Elizaveta Naydanova
- Haiyang Zhang
Advisors:
- Robert David Stevens
- Joseph L Greenstein
- Casey Overby Taylor
Abstract:
We aim to develop a model that can accurately predict independence from mechanical ventilation with an end-goal of supporting clinician’s informed decision-making, improving patient outcomes upon extubation, and decreasing ICU expenditures.
