Illness detection based on nervous system metrics

A system for automatic illness detection, comprising:

• an administrator user device configured to identify or predict illness onset across a plurality of users, the administrator user device configured to:
• receive one or more user inputs that indicate one or more thresholds or conditions for reporting illness risk metrics;
• a plurality of wearable devices configured to acquire physiological data associated with respective users of the plurality of users;
• a plurality of user devices corresponding to the plurality of wearable devices, each of the plurality of user devices configured to execute a health-related application associated with the plurality of wearable devices, wherein the plurality of user devices are configured to:
• receive, via respective wearable devices of the plurality of wearable devices that are associated with respective users of the plurality of users, the physiological data associated with the respective users;
• and
• a server communicatively coupled with the administrator user device and the plurality of user devices, wherein the server comprises one or more processors that are configured to:
• aggregate the physiological data associated with the plurality of users based at least in part on receiving the physiological data from the plurality of user devices;
• identify baseline physiological data associated with each user of the plurality of users based at least in part on aggregating the physiological data;
• identify, using one or more classifiers, a plurality of illness risk metrics associated with the plurality of users based at least in part on respective subsets of the physiological data and the baseline physiological data associated with each respective user, wherein each respective illness risk metric of the plurality of illness risk metrics is indicative of a relative probability that a respective user of the plurality of users will transition from a healthy state to an unhealthy state;
• and
• transmit, to the administrator user device, a signal indicating one or more illness risk metrics of the plurality of illness risk metrics that satisfy the one or more thresholds or conditions for reporting illness risk metrics received from the administrator user device, the one or more illness risk metrics corresponding to one or more users of the plurality of users,
• wherein the administrator user device is configured to:
• generate an alert indicative of the one or more illness risk metrics corresponding to the plurality of users in response to the signal.