Time-dependent Probabilistic Generative Models for Disease Progression.
Onintze ZaballaAritz PérezElisa Gómez-InhiestoTeresa Acaiturri AyestaJose A. LozanoPublished in: CoRR (2023)
Keyphrases
- generative model
- disease progression
- probabilistic model
- posterior probability
- prior knowledge
- discriminative learning
- cross sectional
- em algorithm
- maximum entropy principle
- semi supervised
- breast cancer
- mathematical modeling
- conditional random fields
- graphical models
- bayesian networks
- data sets
- discriminative models
- hierarchical hidden markov models
- prostate cancer
- expectation maximization
- machine learning
- generative and discriminative models
- neural network