Using Smart Watches to Detect and Monitor COVID-19

CovIdentify is a research initiative to promote early detection of COVID-19 infections from wearable device data. CovIdentify will primarily be a feasibility study to explore the potential of wearables to detect COVID-19 infection. The investigators will refine our previous statistical and machine learning-based anomaly detection algorithms toward COVID-19 detection using personalized models of health and detect deviations indicative of infection. The investigators will validate and test specificity and sensitivity of the models for detecting COVID-19 infection vs. non-infection against symptom surveys and COVID-19 test results and hospital admissions data.