Bayesian Inference of Tissue Heterogeneity for Individualized Prediction of Glioma Growth.
Baoshan LiangJingye TanLuke LozenskiDavid A. HormuthThomas E. YankeelovUmberto VillaDanial FaghihiPublished in: IEEE Trans. Medical Imaging (2023)
Keyphrases
- bayesian inference
- probabilistic model
- prior information
- hyperparameters
- brain tumors
- statistical inference
- variational bayes
- bayesian model
- variational inference
- weighted model counting
- markov chain monte carlo
- brain tissue
- particle filter
- gibbs sampler
- hierarchical bayesian
- hidden variables
- latent variables
- magnetic resonance images
- mr images
- probabilistic modeling
- state space
- expectation propagation
- search algorithm