Jun 22, 2005 · In this paper we attempt to answer one specific question regarding the role of "prior" distributions in Bayesian reconstructions in Emission ...
Preliminary Examination of the Use of Case Specific Medical Information as "prior" in Bayesian Reconstruction. Authors: J. Llacer. J. Llacer. View Profile.
Individualized anatomical information has been used as prior knowledge in Bayesian inference paradigms of whole-brain network models.
The proposed Bayesian mixture model for incorporating prior knowledge can be easily extended to include multiple forms of biological knowledge beyond ...
Missing: Examination Reconstruction.
Sep 24, 2009 · To produce reconstructions using the natural image prior, the posterior probability was evaluated for each of the six million images in the ...
Missing: Examination Medical
This gives us an empirical CDF prior for each of the three groups of respondents. However, because we use Markov-Chain Monte-Carlo (MCMC) methods to simulate ...
We use Bayesian optimization (BO) to tune the temperature and the parameters of the prior distribution on a per-task level and show its superiority to similar ...
Missing: Examination | Show results with:Examination
The results show that the prior information that there is no activity outside the brain does not improve the efficacy of reconstructions, but having prior ...
Aug 12, 2020 · A shifted Poisson model is adapted to describe the statistical properties of pre-log data, and a tissue-specific Markov random field prior (MRFt) ...
Missing: Examination | Show results with:Examination
Dec 7, 2023 · Results: The analysis results in our application were robust to statistical package and consistent across a wide range of prior distributions.