Multi-Modal Wireless COVID Monitoring and Infection Alerts for Concentrated Populations

We plan to extend and improve our COH/PHD system in using wearables for the early detection of COVID-19 infection. With the over 5,000 patients who have been recruited in our original Phase 1 IRB- approved study, we will further optimize our algorithms, especially on its application in individuals with diverse ethnic backgrounds (Aim 1) . We will further integrate and optimize MyPHD and COH to enable real- time online detection of COVID-19 (Aim 2). We will deploy MyPHD/COH on the different concentrated populations including pediatric kidney transplant patients, Pac-12 student athletes, and senior living residents (Aim 3)