Bayesian Inference of Tissue Heterogeneity for Individualized Prediction of Glioma Growth.
Baoshan LiangJingye TanLuke LozenskiDavid A. Hormuth IIThomas E. YankeelovUmberto VillaDanial FaghihiPublished in: CoRR (2022)
Keyphrases
- bayesian inference
- brain tumors
- probabilistic model
- prior information
- hyperparameters
- bayesian model
- statistical inference
- variational inference
- variational bayes
- probabilistic modeling
- expectation propagation
- hierarchical bayesian
- gibbs sampler
- weighted model counting
- brain tissue
- posterior distribution
- magnetic resonance images
- learning styles
- hidden variables
- image reconstruction
- conditional random fields
- maximum likelihood
- bayesian models
- graphical models
- state space
- data sets