Small area disease mapping of cancer incidence in British Columbia using Bayesian spatial models and the smallareamapp R Package.

Frontiers in oncology(2022)

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摘要
We present a ready-to-use approach for small area cancer risk estimation and disease mapping using BYM2 and exceedance probabilities. We developed the smallareamapp R package, which provides a user-friendly interface through an R-Shiny application, for epidemiologists and surveillance experts to examine geographic variation in risk. These methods and tools can be used to estimate risk, generate hypotheses, and examine ecologic associations while adjusting for spatial dependency.
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关键词
BYM,INLA,Shiny,cancer surveillance,disease mapping,epidemiology,geospatial,spatial autoregressive analysis
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