2012
DOI: 10.1016/j.vetmic.2011.07.034
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Evaluation of the sensitivity and specificity of bovine tuberculosis diagnostic tests in naturally infected cattle herds using a Bayesian approach

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Cited by 85 publications
(83 citation statements)
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“…Latent class models with a Bayesian approach can then be used to estimate the diagnostic accuracy of the tests [18][19][20][21]. Bayesian approaches allow for the incorporation of prior knowledge.…”
Section: Discussionmentioning
confidence: 99%
See 1 more Smart Citation
“…Latent class models with a Bayesian approach can then be used to estimate the diagnostic accuracy of the tests [18][19][20][21]. Bayesian approaches allow for the incorporation of prior knowledge.…”
Section: Discussionmentioning
confidence: 99%
“…To our knowledge only one paper uses a latent class approach in order to estimate sensitivity and specificity of the single intradermal comparative cervical skin test at different cut-offs (for zebu cattle in Chad) [29] and another paper uses a latent class approach to estimate test accuracies of the single intradermal test used in Spain [21]. Different cut-offs for skin thickness used in different countries clearly shows that there is no unambiguous interpretation of the test's results.…”
Section: Discussionmentioning
confidence: 99%
“…Studies using this method are increasingly published, for cattle [126,179] as well as as for wildlife [81]. A disadvantage of Bayesian modeling is the use of prior assumptions, including independence of different tests, which complicates analyses of diagnostic tests that are based on the same stage of the immune response (i.e.…”
Section: Gold Standard Versus Latent Class Modelsmentioning
confidence: 99%
“…In developed countries, few infections show symptoms and infections are mostly diagnosed by routine tests. Tuberculosis is usually diagnosed in the field with tuberculin skin test [7,8] . Sputum and other body fluids may be collected for microbiological examination, microscopic demonstration of acid fast bacilli, isolation of mycobacteria on selective culture media and identification by biochemical tests.…”
Section: Introductionmentioning
confidence: 99%