scPNMF: sparse gene encoding of single cells to facilitate gene selection for targeted gene profiling.
Dongyuan SongKexin LiZachary HemmingerRoy WollmanJingyi Jessica LiPublished in: Bioinform. (2021)
Keyphrases
- gene selection
- microarray
- microarray data
- gene expression
- gene expression data
- cancer classification
- relevant genes
- dna microarray
- microarray classification
- dna microarray data
- gene expression profiles
- cancer diagnosis
- microarray analysis
- feature selection
- informative genes
- high throughput
- microarray datasets
- gene expression datasets
- microarray data analysis
- support vector machine svm
- high dimensional
- wilcoxon rank sum
- gene clusters
- gene ontology
- data sets
- biologically relevant
- feature ranking
- pattern recognition
- differentially expressed
- biologically meaningful
- gene sets
- ovarian cancer
- colon cancer
- machine learning