Posture Recognition in the Critical Care Settings using Wearable Devices
This addresses the need for better monitoring of physical activity in ICU patients to improve clinical outcomes, but it is incremental as it focuses on feasibility rather than a new solution.
The study tackled the problem of low physical activity in ICU patients by examining the feasibility of using wearable sensors for posture recognition, aiming to enable continuous and objective measurement to link activity with outcomes and evaluate rehabilitation efficacy.
Low physical activity levels in the intensive care units (ICU) patients have been linked to adverse clinical outcomes. Therefore, there is a need for continuous and objective measurement of physical activity in the ICU to quantify the association between physical activity and patient outcomes. This measurement would also help clinicians evaluate the efficacy of proposed rehabilitation and physical therapy regimens in improving physical activity. In this study, we examined the feasibility of posture recognition in an ICU population using data from wearable sensors.