Using electronic health records to accurately predict COVID-19 health outcomes through a novel machine learning pipeline.
Alice FengPublished in: BCB (2021)
Keyphrases
- electronic health records
- health information systems
- machine learning
- clinical data
- health information
- health records
- health care
- health data
- medical data
- clinical trials
- health informatics
- medical records
- feature selection
- healthcare providers
- health information technology
- data mining
- natural language processing
- medical images
- information extraction
- knowledge discovery
- active learning
- data analysis
- learning algorithm
- fine grained
- x ray
- knowledge acquisition
- information overload
- database systems
- decision making
- search engine