A method of aggregating medical information can include receiving, at a remote aggregation system, individual syndromes collected by mobile personal medical devices associated with respective bodies as the mobile personal medical devices move within an environment, aggregating the individual syndromes at the remote aggregation system, and determining whether an environmental syndrome exists for at least some of the individual syndromes. Related systems and computer program products are also disclosed.