Predicting Successful Weaning Outcomes of Patients on MV Using EHR Data and Physiological Waveforms
2023
Team Members:
- Ishan Shailesh Vatsaraj
- Siyue Zheng
- Sonal Sinha
- Julia Tao
- David Pu
- Ruitao Hu
Advisors:
- Pedro Alejandro Mendez-Tellez
- Timothy Ruchti
- Joseph L Greenstein
- Casey Overby Taylor
Sponsors:
- Nihon Kohden Digital Health Solutions
Abstract:
Physiological waveforms are used to train a model to predict extubation outcome in order to help physicians predict when to begin the weaning process of mechanical ventilation.
