Johns Hopkins
Engineering Design Day

Tuesday, May 4, 2021

The Johns Hopkins Engineering community is creating a better future, translating theoretical knowledge into real-world solutions.

 

Join us on Tuesday, May 4 for a virtual celebration showcasing student innovation and creativity at Hopkins Engineering annual Design Day!

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engineering students

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Design Day Projects


Prediction of Physiological Deterioration and Mortality in Mechanically Ventilated Patients Admitted to the ICU

Team: Precision Care Medicine: Coquelicot

Program: Biomedical Engineering

This project aims to developing models for predicting ventilator-associated organ dysfunction and mortality for improved care of ventilated patients.

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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.

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