Generalised reliability characteristics for probabilistic networks

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Background:In the medical domain, establishing a diagnosis typically amounts to reasoning about the unobservable truth, based upon a set of indirect observations from diagnostic tests. A diagnostic test may not be perfectly reliable, however. To avoid misdiagnosis, therefore, the reliability characteristics of the test should be taken into account upon reasoning.

论文关键词:Sensitivity and specificity of diagnostic tests,Probabilistic networks

论文评审过程:Received 25 March 2004, Revised 19 July 2004, Accepted 19 July 2004, Available online 9 May 2005.

论文官网地址:https://doi.org/10.1016/j.artmed.2004.07.011