Abstract: Methods, systems, and devices for health monitoring platform are described. The method may include receiving physiological data continuously collected from users via wearable devices, the users being associated with respective anonymized user identifiers. The method may include identifying health risk metrics associated with each respective user based on the received physiological data, and identifying a potential health risk for at least one anonymized user identifier corresponding to at least one user based on the health risk metrics associated with the at least one user satisfying a predefined thresholds. The method may include displaying a notification of the potential health risk associated with the at least one anonymized user identifier on an administrator user device, and displaying a configurable message associated with the potential health risk on an additional user device corresponding to the at least one user.

Abstract: Methods, systems, and devices for illness detection are described. A method may include receiving physiological data associated with users, the physiological data being continuously collected via wearable devices associated with the respective users. The method may include identifying baseline physiological data for each user based on a first subset of the physiological data for each respective user. The method may include inputting a second subset of the physiological data and the baseline physiological data for each user into a classifier, and identifying an illness risk metric associated with each user based on the second subset of the physiological data and the baseline physiological data for each respective user.