Ensemble machine learning reveals key features for diabetes duration from electronic health records.
Gabriel CeronoDavide ChiccoPublished in: PeerJ Comput. Sci. (2024)
Keyphrases
- key features
- electronic health records
- machine learning
- clinical data
- health care
- medical data
- medical records
- learning algorithm
- feature selection
- health information technology
- health records
- health care providers
- clinical trials
- health data
- artificial intelligence
- statistical analysis
- training set
- active learning
- health information
- decision trees
- information overload
- knowledge acquisition
- decision support system
- databases
- computer vision
- mr images
- text mining
- natural language processing
- knowledge representation
- expert systems
- object recognition
- decision making
- data mining