Domain Knowledge Guided Deep Learning with Electronic Health Records.
Changchang YinRongjian ZhaoBuyue QianXin LvPing ZhangPublished in: ICDM (2019)
Keyphrases
- deep learning
- electronic health records
- domain knowledge
- clinical data
- unsupervised learning
- domain experts
- health care
- clinical trials
- machine learning
- medical data
- unsupervised feature learning
- medical records
- health records
- health information
- image data
- prior knowledge
- knowledge sources
- information overload
- mental models
- weakly supervised
- data mining
- statistical analysis
- patient data
- third party
- knowledge acquisition
- text classification
- data model
- information systems
- data sets