Early Detection of Heart Failure using Data Driven Modeling Approaches on Electronic Health Records: How far can one go without Domain Knowledge?
Kenney NgYajuan WangJianying HuWalter F. StewartSteven R. SteinhublChristopher deFilippiPublished in: AMIA (2015)
Keyphrases
- early detection
- electronic health records
- heart failure
- domain knowledge
- health care
- clinical data
- domain experts
- breast cancer
- medical records
- medical data
- lung cancer
- statistical analysis
- information systems
- health information
- chronic disease
- mr images
- patient data
- knowledge discovery
- clinical trials
- training data
- raw data
- image analysis
- heart disease