A stabilized spatiotemporal kriging method for disease mapping and application to male oral cancer and female breast cancer in Taiwan.

ABSTRACT: Mapping spacetime disease rates can provide a more in-depth understanding of their distribution and trends. Traditional spatiotemporal kriging methods can break the constraints of geopolitical boundaries and time intervals. Still, disease rates in densely and sparsely populated areas are stabilized to the same degree, resulting in a map that is oversmoothed in some places but undersmoothed in others. The stabilized spatiotemporal kriging method proposed in this study overcomes this problem by allowing for nonconstant variances over space and time. A spatiotemporal map of the standardized incidence ratio for oral cancer in men in Taiwan between 1997 and 2017 reveals that the high-risk areas for oral cancer are in the midwestern and southeastern regions of Taiwan, spreading toward the center

SUBMITTER: Tsai DR 

PROVIDER: S-EPMC9563856 | biostudies-literature | 2022 Oct

REPOSITORIES: biostudies-literature