Automated Survival Prediction in Metastatic Cancer Patients Using High-Dimensional Electronic Medical Record Data

Abstract

The model showed high predictive performance, which will need to be validated using external data. Because it is fully automated, the model can be used to examine providers' practice patterns and could be deployed in a decision support tool to help improve quality of care.