Objective Provider acceptance and associated patient outcomes are widely discussed in the
evaluation of clinical decision support systems (CDSSs), but critical design criteria for tools …

Objective While general design heuristics exist for graphic user interfaces, it remains a
challenge to facilitate the implementation of these heuristics for the design of clinical …

Purpose Workload is a critical concept in the evaluation of performance and quality in
healthcare systems, but its definition relies on the perspective (eg individual clinician-level …

Deep neural network models, especially Long Short Term Memory (LSTM), have shown
great success in analyzing Electronic Health Records (EHRs) due to their ability to capture …

Sepsis is a leading cause of in-hospital death over the world and septic shock, the most
severe complication of sepsis, reaches a mortality rate as high as 50%. Early diagnosis and …

Background. The Operations Research Interest Group (ORIG) within the Society of Medical
Decision Making (SMDM) is a multidisciplinary interest group of professionals that …

BACKGROUND Hospitals are increasingly turning to clinical decision support systems for
sepsis, a life-threatening illness, to provide patient-specific assessments and …

Sepsis is a leading cause of death over the world and septic shock, the most severe
complication of sepsis, reaches a mortality rate as high as 50%. Early diagnosis and …

Aim While early warning scores (EWS) have the potential to identify physiological
deterioration in an acute care setting, the implementation of EWS in clinical practice has yet …

Accurate prediction of future patient census in hospital units is essential for patient safety,
health outcomes, and resource planning. Forecasting census in the Neonatal Intensive Care …