Mauro Santos

Learning of Cluster-based Feature Importance for Electronic Health Record Time-series

The recent availability of Electronic Health Records (EHR) has allowed for the development of algorithms predicting inpatient risk of deterioration and trajectory evolution. However, prediction of disease progression with EHR is challenging since these data are sparse, heterogeneous, multi-dimension…