23 February 2005 Bayesian networks and statistical analysis application to analyze the diagnostic test accuracy
Author Affiliations +
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.
© (2005) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
P. Orzechowski, P. Orzechowski, Jaroslaw Makal, Jaroslaw Makal, A. Onisko, 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); doi: 10.1117/12.610720; https://doi.org/10.1117/12.610720
PROCEEDINGS
6 PAGES


SHARE
RELATED CONTENT

Software for computer-aided ROC analysis
Proceedings of SPIE (March 31 1994)
A Survey Of Diagnostic Expert Systems
Proceedings of SPIE (May 10 1987)
Foreign currency rate forecasting using neural networks
Proceedings of SPIE (March 29 2000)
Modeling network traffic with the extreme value theory
Proceedings of SPIE (August 07 2003)
Web usage data mining agent
Proceedings of SPIE (March 11 2002)
Expert Systems In Medical Studies - A New Twist
Proceedings of SPIE (March 25 1986)

Back to Top