Automated annotation of gene expression image sequences via non-parametric factor analysis and conditional random fields.
Iulian Pruteanu-MaliniciWilliam H. MajorosUwe OhlerPublished in: Bioinform. (2013)
Keyphrases
- gene expression
- conditional random fields
- factor analysis
- microarray
- component analysis
- independent component analysis
- graphical models
- gene expression data
- probabilistic model
- discriminant analysis
- hidden markov models
- markov random field
- cluster analysis
- higher order
- information extraction
- generative model
- matrix factorization
- computer vision
- statistical tests
- pairwise
- gaussian process
- high throughput
- segmentation method
- active learning
- approximate inference
- data sets