Title :
Using the Bayesian analysis method of the 0–1 distribution in the medical examination
Author :
Huang, Longsheng ; Wei, Yanhui
Author_Institution :
Dept. of Stat., Zhe Jiang Agric. & Forestry Univ., Hangzhou, China
Abstract :
In this paper, based on the samples being mutual independent but different distribution, we give the expression of the posterior probability function. On this basis, given the prior distribution and the condition distribution under the 0-1 distribution, we have the Bayes posterior Probability. Furthermore, we give the diagnosed condition in the diseases examination.. Finally, a case of medical diagnosis is given.
Keywords :
Bayes methods; patient diagnosis; statistical distributions; 0-1 distribution; Bayes posterior probability function; Bayesian analysis method; condition distribution; disease examination; medical diagnosis; medical examination; Bayesian methods; Diseases; Educational institutions; Inspection; Presses; Accuracy; Bayesians analysis; Conditional probability; Posterior probability function;
Conference_Titel :
IT in Medicine and Education (ITME), 2011 International Symposium on
Conference_Location :
Cuangzhou
Print_ISBN :
978-1-61284-701-6
DOI :
10.1109/ITiME.2011.6130816
