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. 2022 Jun 28;28(8):1526–1528. doi: 10.1038/s41591-022-01900-5

Table 1.

Examples of traditional and modern approaches to pathogen surveillance

Approach Surveillance technique
Traditional Human patients who present at healthcare services
Hospitalized patients
Laboratory diagnoses
Pathogen genome sequencing
Mortality estimation
On-the-ground investigations, including active case finding and contact tracing
Modern Detection of signals of public health events from unstructured textual online information, including social media channels
Data from sectors not routinely included in public health surveillance, such as animal health, occupational health and police reports
Community reporting of cases, deaths or events among humans or animals
Geospatial, remote-sensing and mobile-phone mobility data
Crowdsourcing open-source case-based data
Wearables and the Internet of Things