Clinical implications
Pending external validation and demonstration of their efficacy in routine clinical practice, the models developed in this study are designed for implementation in minimally invasive or nondisruptive devices for routine, continuous out-of-hospital monitoring of certain patients. Although the data in this study were collected from a pulse oximeter, various commonly used devices (for example, smartwatches) are capable of continuously monitoring the physiological parameters included in the diagnostic models developed.