Unsupervised Learning to Subphenotype Heart Failure Patients from Electronic Health Records.
Melanie HacklSuparno DattaRiccardo MiottoErwin P. BöttingerPublished in: AIME (2021)
Keyphrases
- heart failure
- electronic health records
- unsupervised learning
- health care
- clinical data
- medical records
- health data
- medical data
- heart disease
- normal subjects
- chronic disease
- patient data
- clinical trials
- raw data
- health information
- information systems
- statistical analysis
- knowledge discovery
- dimensionality reduction
- clinical decision support systems
- machine learning
- domain experts
- model selection
- health records
- management system
- feature selection
- data mining
- data sets
- decision support system
- medical images
- data sources
- natural language