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The parieto-occipital cortex is a candidate neural substrate for the human ability to approximate Bayesian inference

open access: yesCommunications Biology
Adaptive decision-making often requires one to infer unobservable states based on incomplete information. Bayesian logic prescribes that individuals should do so by estimating the posterior probability by integrating the prior probability with new ...
Nicholas M. Singletary   +2 more
doaj   +1 more source

IMAGE SEGMENTATION USING GAUSSIAN MIXTURE MODEL

open access: yesInternational Journal of Industrial Engineering and Production Research, 2008
Stochastic models such as mixture models, graphical models, Markov random fields and hidden Markov models have key role in probabilistic data analysis. In this paper, we have learned Gaussian mixture model to the pixels of an image. The parameters of the
Rahman Farnoosh, Behnam Zarpak
doaj   +2 more sources

A software tool for applying Bayes' theorem in medical diagnostics

open access: yesBMC Medical Informatics and Decision Making
Background In medical diagnostics, estimating post-test or posterior probabilities for disease, positive and negative predictive values, and their associated uncertainty is essential for patient care.
Theodora Chatzimichail   +1 more
doaj   +1 more source

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