We show that heart rate enabled wearable devices can be used to measure respiratory rate.
Respiration modulates the heart rate creating excess power in the heart rate variability at a …

Respiration rate, heart rate, and heart rate variability (HRV) are some health metrics that are
easily measured by consumer devices, which can potentially provide early signs of illness …

Consumer-grade wearables are needed to track disease, especially in the ongoing
pandemic, as they can monitor patients in real time. We show that decomposing heart rate …

Wearable devices digitally measuring vital signs have been used for monitoring health and
illness onset and have high potential for real-time monitoring and disease detection. As such …

Containing the COVID-19 pandemic requires rapidly identifying infected individuals. Subtle
changes in physiological parameters (such as heart rate, respiratory rate, and skin …

Consumer wearable devices that continuously measure vital signs have been used to
monitor the onset of infectious disease. Here, we show that data from consumer …

Background: Changes in autonomic nervous system function, characterized by heart rate
variability (HRV), have been associated with infection and observed prior to its clinical …

Objectives We investigated machinelearningbased identification of presymptomatic COVID-
19 and detection of infection-related changes in physiology using a wearable device …

Early detection of diseases such as COVID-19 could be a critical tool in reducing disease
transmission by helping individuals recognize when they should self-isolate, seek testing …

The COVID-19 pandemic has brought into sharp focus the need to harness and leverage
our digital infrastructure for remote patient monitoring. As current viral tests and vaccines are …