Interpretation of machine learning predictions for patient outcomes in electronic health records.
William G. La CavaChristopher R. BauerJason H. MooreSarah A. PendergrassPublished in: CoRR (2019)
Keyphrases
- electronic health records
- patient outcomes
- clinical data
- medical data
- machine learning
- patient care
- medical records
- data mining
- health data
- medical images
- knowledge discovery
- patient data
- knowledge acquisition
- domain experts
- natural language processing
- text mining
- information retrieval
- vital signs
- raw data
- statistical analysis
- health care
- artificial intelligence
- information management
- database
- clinical trials
- monitoring system
- information extraction
- active learning
- expert systems
- health information
- data analysis
- real world
- databases
- data sets