Predicting successful weaning outcomes of patients on MV using EHR data and Physiological Waveforms

Team: Chartreuse


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.


Nihon Kohden Digital Health Solutions


Pedro Alejandro Mendez-Tellez
Timothy Ruchti
Joseph L Greenstein
Casey Overby Taylor

Team Members

Project Links

A photo representing our project of predicting successful weaning outcomes for patients on Mechanical Ventilation