Development of Predictive Analytics Model for Need of Extracorporeal Support in COVID-19

Identify variables associated with the need for ECMO in COVID-19 pediatric patients
Develop and validate a machine learning model to predict the need for ECMO
Develop a decision support tool, informed by the ML prediction model, to direct early resource allocation and patient transport to an experienced ECMO center