Background: Clinical decision support tools based on predictive analytics can provide actionable information and improve clinical outcomes for patients at risk of developing sepsis. Scoring systems such as Systemic Inflammatory Response Syndrome (SIRS) and National Early Warning Score (NEWS) that were not specifically trained to detect sepsis tend to have high false alarm rates, leading [...]

Background: Clinical decision support tools based on predictive analytics can provide actionable information and improve clinical outcomes for patients at risk of developing sepsis. Scoring systems such as Systemic Inflammatory Response Syndrome (SIRS) and National Early Warning Score (NEWS) that were not specifically trained to detect sepsis tend to have high false alarm rates, leading [...]

Background: Routine patient care including vital signs checks, lab draws, medication administration, during the night contributes to the already disturbed sleep of inpatients. This study aimed to assess the performance of automated risk scores to stratify the risk of an overnight deterioration to better inform letting low-risk patients sleep and more intensively monitoring and/or intervening [...]

Background: In order to reduce overuse, many hospitals have conducted studies and implemented protocols with the goal of reducing non-indicated telemetry monitoring. A common tool that institutions utilize for these changes are the clinical decision support systems (CDSS). In this report, we will present the telemetry protocol utilized by our hospital and review its effects [...]

Background: Evidence-based guidelines/protocols for electrolyte replacement that safely encourage oral (PO) and/or intravenous (IV) dosing attain goal levels more successfully than standard care. PO is generally more comfortable and less dangerous than IV. Between 5/2017-11/2017, our institution dosed ~300,000 doses of potassium (K) and magnesium (Mg), with 30% and 19% of doses being PO, respectively. [...]