Advanced Non-linear Generative Model with a Deep Classifier for Immunotherapy Outcome Prediction: A Bladder Cancer Case Study.
Francesco RundoGiuseppe Luigi BannaFrancesca TrentaConcetto SpampinatoLuc BidautXujiong YeStefanos D. KolliasSebastiano BattiatoPublished in: ICPR Workshops (1) (2020)
Keyphrases
- generative model
- bladder cancer
- outcome prediction
- case study
- breast cancer
- discriminative learning
- probabilistic model
- topic models
- prior knowledge
- feature space
- em algorithm
- training set
- discriminative models
- expectation maximization
- decision trees
- training data
- semi supervised
- support vector
- real world
- support vector machine
- logistic regression
- feature set
- feature selection
- high dimensional
- learning algorithm