Advanced Prediction of Physiological Decompensation
2021
Team Members:
- Safiya Aafreen
- Paroma Mukhopadhyay
- Michelle Nguyen
- Alec Wrana
- Zhiwei Yue
Advisors:
- Timothy Ruchti
- Jules Bergmann
- James Fackler
- Kirby Gong
- Indranuj Gangan
- Raimond L. Winslow
- Joseph L. Greenstein
Sponsors:
- Nihon Kohden
Abstract:
We intend to develop an algorithm that predicts, not just detects, physiological decompensation using data from the MIMIC-III database with the aim of using this algorithm to improve patient outcome and aid clinicians in their decision-making by providing timely predictions.