Ari Ercole

Impact of novel aggregation methods for flexible, time-sensitive EHR prediction without variable selection or cleaning

2019 · arXiv (Cornell University)

Dynamic assessment of patient status (e.g. by an automated, continuously updated assessment of outcome) in the Intensive Care Unit (ICU) is of paramount importance for early alerting, decision support and resource allocation. Extraction and cleaning …