Prediction of Physiological Deterioration and Mortality in Mechanically Ventilated Patients Admitted to the ICU
Team: Precision Care Medicine: Coquelicot
Program:
Biomedical Engineering
Project Description:
This project aims to developing models for predicting ventilator-associated organ dysfunction and mortality for improved care of ventilated patients.
Team Members
-
[foreach 357]
[if 397 not_equal=””][/if 397][395]
[/foreach 357]
Project Mentors, Sponsors, and Partners
Kirby Gong
Indranuj Gangan
Raimond L Winslow, PhD
Joseph L Greenstein, PhD
Course Faculty
-
[foreach 429]
[if 433 not_equal=””][/if 433][431]
[/foreach 429]
Project Links
Additional Project Information
Project Photo
Project Photo Caption:
Although mechanical ventilation is a life-saving intervention that can maintain oxygenation in a critically ill patient, it can also lead to systemic inflammation and multi-organ dysfunction. The goal of our project is to build classification models using available features from patient electronic health records to predict physiological deterioration/organ dysfunction and mortality. This will ultimately aid in early detection and intervention for high risk patients in the ICU.