Tissue-specific RNA methylation prediction from gene expression data using sparse regression models.
Jie JiangBowen SongJia MengJingxian ZhouPublished in: Comput. Biol. Medicine (2024)
Keyphrases
- regression model
- gene expression data
- prediction model
- gene regulation
- gene expression
- generalized linear models
- microarray
- high dimensional
- tissue samples
- colon cancer
- gene selection
- target variable
- cancer diagnosis
- microarray data
- multiple linear regression
- prediction accuracy
- model selection
- gene regulatory networks
- gene expression profiles
- high dimensionality
- gene expression analysis
- data sets
- analysis of gene expression data
- feature selection
- gene expression datasets
- regulatory networks
- gaussian process
- cancer classification
- dna microarray
- high dimensional data
- linear regression
- genomic data
- neural network