Bayesian networks and statistical analysis application to analyze the diagnostic test accuracy

P. Orzechowski; Jaroslaw Makal; A. Onisko

doi:10.1117/12.610720

23 February 2005 Bayesian networks and statistical analysis application to analyze the diagnostic test accuracy

P. Orzechowski, Jaroslaw Makal, A. Onisko

Proceedings Volume 5775, Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments III; (2005) https://doi.org/10.1117/12.610720
Event: Wilga 2004, 2004, Wilga, Poland

Abstract

The computer aided BPH diagnosis system based on Bayesian network is described in the paper. First result are compared to a given statistical method. Different statistical methods are used successfully in medicine for years. However, the undoubted advantages of probabilistic methods make them useful in application in newly created systems which are frequent in medicine, but do not have full and competent knowledge. The article presents advantages of the computer aided BPH diagnosis system in clinical practice for urologists.

Citation Download Citation

P. Orzechowski, Jaroslaw Makal, and A. Onisko "Bayesian networks and statistical analysis application to analyze the diagnostic test accuracy", Proc. SPIE 5775, Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments III, (23 February 2005); https://doi.org/10.1117/12.610720

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