Feature selection followed by a novel residuals-based normalization that includes variance stabilization simplifies and improves single-cell gene expression analysis.
Amartya SinghHossein KhiabanianPublished in: BMC Bioinform. (2024)
Keyphrases
- gene expression analysis
- feature selection
- gene expression data
- microarray
- microarray data
- gene expression data analysis
- text categorization
- gene expression
- feature set
- gene selection
- unsupervised learning
- pattern recognition
- support vector
- feature extraction
- face recognition
- machine learning
- analysis of gene expression data
- high throughput
- document collections
- dimensionality reduction