Evaluating the Validity and Utility of Wearable Technology for Continuously Monitoring Patients in a Hospital Setting: Systematic Review.
Vikas PatelAni Orchanian-CheffRobert C WuPublished in: JMIR mHealth and uHealth (2021)
The included studies suggested that wearable devices show promise for monitoring the heart rate and sleep of patients in hospitals. Many devices were not validated in inpatient settings, and the readings from most of the devices that were validated in such settings had wide limits of agreement when compared to gold standards. Even some medical-grade devices were found to perform poorly in inpatient settings. Further research is needed to determine the accuracy of hospitalized patients' digital biomarker readings and eventually determine whether these wearable devices improve health outcomes.
Keyphrases
- heart rate
- end stage renal disease
- systematic review
- chronic kidney disease
- ejection fraction
- newly diagnosed
- healthcare
- blood pressure
- heart rate variability
- peritoneal dialysis
- palliative care
- mental health
- prognostic factors
- randomized controlled trial
- patient reported outcomes
- machine learning
- meta analyses
- deep learning
- electronic health record
- case control
- silver nanoparticles