Novel Regularization Method for Biomarker Selection and Cancer Classification.
Xiao-Ying LiuSai WangHai ZhangHui ZhangZiyi YangYong LiangPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2020)
Keyphrases
- cancer classification
- regularization method
- mass spectrometry data
- gene expression data
- microarray
- gene selection
- image restoration
- microarray data
- random forest
- regularization parameter
- gene expression
- feature selection
- gene expression profiles
- inverse problems
- mass spectrometry
- high dimensionality
- high dimensional
- data sets
- high throughput
- regularization framework
- partial differential equations
- machine learning
- pattern recognition
- training samples
- classification accuracy