Predicting links between tumor samples and genes using 2-Layered graph based diffusion approach.
Mohan TimilsinaHaixuan YangRatnesh SahayDietrich Rebholz-SchuhmannPublished in: BMC Bioinform. (2019)
Keyphrases
- tissue samples
- gene expression data
- gene expression datasets
- microarray
- gene expression
- cancer diagnosis
- gene expression profiles
- small number of samples
- dna microarray
- microarray data
- microarray datasets
- gene selection
- cancer classification
- cell nuclei
- anisotropic diffusion
- diffusion process
- gene expression analysis
- informative genes
- data sets
- gene networks
- graph model
- training samples
- regulatory networks
- experimental conditions
- semi supervised
- tumor segmentation
- cell lines
- candidate genes
- cancer cells
- gene ontology
- breast cancer
- decision trees