The increasing use of electronic health records (EHRs) has inspired the need for a more dynamic checklist. Geva et al conducted a before-after quality improvement study by replacing a static checklist with an updated dynamic checklist.

As a proof of concept, a recurrent neural network (RNN) model was developed using electronic medical record (EMR) data capable of continuously assessing a child's risk of mortality throughout an ICU stay as a proxy measure of illness severity.

Targets for treatment of raised intracranial pressure or decreased cerebral perfusion pressure in pediatric neurocritical care are not well defined.