Distinguishing neonatal culture-negative sepsis from rule-out sepsis with artificial intelligence-derived graphs.

ABSTRACT

IMPACT Novel artificial intelligence methods can aide in identification of cases of conditions using only unstructured electronic health record data. This graph-based method compares comprehensive electronic health records among neonates using temporal data. This provides a scalable solution to distinguish culture negative sepsis from rule out sepsis using a data-driven method.