Improving the generalization of unsupervised feature learning by using data from different sources on gene expression data for cancer diagnosis.
Zhen LiuRuoyu WangWenbin ZhangPublished in: Medical Biol. Eng. Comput. (2022)
Keyphrases
- cancer diagnosis
- gene expression data
- data from different sources
- unsupervised feature learning
- microarray
- cancer classification
- gene expression
- deep learning
- gene selection
- colon cancer
- dna microarray data
- higher order
- microarray data
- data sets
- gene expression profiles
- high dimensionality
- high throughput
- dna microarray
- lung cancer
- high dimensional
- feature selection
- high dimensional data
- data warehouse
- gene ontology
- input image
- learning algorithm
- cell nuclei
- machine learning
- information extraction
- pattern recognition