HEMnet: Integration of Electronic Medical Records with Molecular Interaction Networks and Domain Knowledge for Survival Analysis.
Edward W. HuangSheng WangBingxue LiRan ZhangBaoyan LiuRunshun ZhangJie LiuXuezhong ZhouHongsheng LinChengXiang ZhaiPublished in: BCB (2017)
Keyphrases
- interaction networks
- survival analysis
- domain knowledge
- electronic medical record
- systems biology
- regression model
- biological data
- biological processes
- gene regulatory networks
- breast cancer
- high throughput
- medical records
- data mining techniques
- machine learning
- data mining methods
- data integration
- protein function
- data mining
- medical data
- clinical data
- health care
- training data
- data sets
- domain experts
- model selection
- knowledge discovery
- neural network
- cluster analysis
- gene expression
- statistical analysis
- biological networks
- patient data
- information extraction
- probabilistic model
- real world