Real-world prediction of preclinical Alzheimer's disease with a deep generative model.
Uiwon HwangSung-Woo KimDahuin JungSeung Wook KimHyejoo LeeSang Won SeoJoon-Kyung SeongSungroh YoonPublished in: Artif. Intell. Medicine (2023)
Keyphrases
- generative model
- real world
- probabilistic model
- bayesian framework
- discriminative learning
- prior knowledge
- latent dirichlet allocation
- data mining
- data sets
- semi supervised
- posterior probability
- outbreak detection
- expectation maximization
- discriminative models
- generative and discriminative models
- conditional random fields
- feature representations
- natural images
- fisher kernel
- hierarchical bayesian model
- video sequences
- learning algorithm