A Bayesian spatio-temporal method for disease outbreak detection.
A system that monitors a region for a disease outbreak is called a disease outbreak surveillance system. A spatial surveillance system searches for patterns of disease outbreak in spatial subregions of the monitored region. A temporal surveillance system looks for emerging patterns of outbreak disease by analyzing how patterns have changed during recent periods of time. If a non-spatial, non-temporal system could be converted to a spatio-temporal one, the performance [...]
Author(s): Jiang, Xia, Cooper, Gregory F
DOI: 10.1136/jamia.2009.000356