A deep generative model for gene expression profiles from single-cell RNA sequencing.
Romain LopezJeffrey RegierMichael I. JordanNir YosefPublished in: CoRR (2017)
Keyphrases
- feature vectors
- generative model
- gene expression profiles
- probabilistic model
- feature extraction
- microarray
- gene expression
- prior knowledge
- bayesian framework
- em algorithm
- latent dirichlet allocation
- gene expression data
- similarity measure
- microarray data
- topic models
- high throughput
- machine learning
- genome wide
- clustering analysis
- expectation maximization
- semi supervised
- pairwise
- gene selection
- computer vision