NIPMI: A Network Method Based on Interaction Part Mutual Information to Detect Characteristic Genes From Integrated Data on Multi-Cancers.
Qian DingJunliang ShangYan SunGuangshuai LiuFeng LiXiguo YuanJin-Xing LiuPublished in: IEEE Access (2019)
Keyphrases
- mutual information
- synthetic data
- detection method
- input data
- data sets
- similarity measure
- network structure
- statistical methods
- network model
- computer vision
- gene expression profiles
- data sources
- training data
- lung cancer
- interaction networks
- statistical significance
- conditional mutual information
- high dimensional data
- biological data
- missing data
- support vector machine
- data points
- feature selection
- machine learning