Predicting gene regulatory interactions based on spatial gene expression data and deep learning.
Yang YangQingwei FangHong-Bin ShenPublished in: PLoS Comput. Biol. (2019)
Keyphrases
- gene expression data
- deep learning
- gene regulatory networks
- gene regulation
- regulatory networks
- gene expression
- microarray
- biological knowledge
- unsupervised learning
- microarray data
- data sets
- systems biology
- high dimensionality
- machine learning
- high dimensional
- biological processes
- cancer classification
- gene selection
- feature selection
- high throughput
- gene networks
- gene expression profiles
- high dimensional data
- gene ontology
- protein interaction
- dimensionality reduction
- neural network
- saccharomyces cerevisiae
- microarray datasets
- structure learning
- biological systems
- graphical models