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The percentage of the population in the area covered by the surveillance system directly affects the smallest size of outbreaks that can be reliably detected and the timeliness of detection of those outbreaks.
However, if the hotspot is limited to a subgroup as in Figure 4b, the Surveillance Tree method catches up with respect to both the number of cases detected and the timeliness of detection.
Since the release of GFT, similar NDS-based systems have been developed to extend surveillance to places where resource or other constraints limit the availability of direct clinical or laboratory surveillance data and improve the timeliness of detection and forecasting of disease incidence.
We also evaluated the timeliness of detection for the clusters related to the known Legionnaires' disease outbreaks.
Although other approaches such as natural language processing free-text extraction or utilization of over-the-counter pharmaceutical sales, number of emergency room visits, absenteeism and triage telephone calls appear to improve the timeliness of detection, no strong conclusions could be made as to the best data indicator[27], [28].
Main outcome measures Timeliness of detection, sensitivity, specificity, positive predictive values, and area under the ROC curve.
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Most studies compared drug sales data to reference surveillance data using correlation measurements or indicators of outbreak detection performance (sensitivity, specificity, timeliness of the detection).
Timeliness of change detection is also an issue in this approach.
Timeliness of outage detection as well as accuracy in finding outages on equipment in a telecommunication network depend on the monitoring system used and its performance.
More specifically, we used the dates of these confirmed p9 outbreaks to assess both the sensitivity and timeliness of the detection algorithm presented here when using census tract centroids versus individual addresses.
These factors aid in the timeliness of outbreak detection and investigation in Minnesota.
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