Background: The ratio of partial pressure of arterial oxygen to the fraction of inspired oxygen (P:F ratio) has known clinical utility. For example, it is a key component of the sequential organ failure assesment (SOFA) score which is a validated mortality predictor and the new operational defintion of sepsis. Yet, its use is limited because [...]

Background: Despite the introduction of Early Warning Scores (EWSs), clinical deterioration (CD) remains an actual problem on the general ward. A next step to counter CD would be to intensify measurement from intermittent 8 hours to continuous measurements. This leads to big data sets of patient monitoring data with great potential. Use of advanced predictive [...]

Background: Providing patient centered care is a core value of all healthcare systems in our nation. However, having a code status discussion with patients and their families continues to be a challenging endeavor due to multiple factors such as competing priorities and time constraints, especially in the hospital setting. To improve code status discussion and [...]