Learning Imaging Biomarker Trajectories from Noisy Alzheimer's Disease Data Using a Bayesian Multilevel Model.
Neil P. OxtobyAlexandra L. YoungNick C. FoxPankaj DagaDavid M. CashSébastien OurselinJonathan M. SchottDaniel C. AlexanderPublished in: BAMBI (2014)
Keyphrases
- learning models
- experimental data
- learned models
- bayesian methods
- prior knowledge
- data sets
- learning algorithm
- hidden variables
- data analysis
- accurate models
- input data
- background knowledge
- probability distribution
- generative model
- active learning
- test data
- network structure
- statistical methods
- posterior probability
- bayesian models
- probabilistic model
- training data
- bayesian learning
- bayesian networks
- reinforcement learning
- noisy data