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  • 标题:Inference Algorithms for Systems of Medical Diagnosis Aid Based on Bayesian Networks
  • 本地全文:下载
  • 作者:Rudini M. Sampaio ; Felipe L. Valentim ; Leandro A. de Souza
  • 期刊名称:INFOCOMP
  • 印刷版ISSN:1807-4545
  • 出版年度:2008
  • 卷号:7
  • 期号:02
  • 页码:90-96
  • 出版社:Federal University of Lavras
  • 摘要:Several scientific works have modeled medical problems with assistance of Bayesian networks, assisting doctors in the task of diagnosing a disease given the observed symptoms and evaluated exams. This paper aims to present the execution time and convergence analyses for exact and approximate algorithms for probabilistic inference, which allow to apply the Bayesian reasoning in the support to the medical diagnosis. The results of the analyses supply a criterion for the choice of the algorithm to be implemented depending on the resources that are wished to optimize.
  • 关键词:Bayesian networks, inference algorithms, systems for medical diagnosis aid
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