Unsupervised Learning to Subphenotype Delirium Patients from Electronic Health Records.
Yiqing ZhaoYuan LuoPublished in: BIBM (2021)
Keyphrases
- electronic health records
- unsupervised learning
- clinical data
- clinical trials
- health records
- medical records
- health information systems
- healthcare providers
- medical data
- health care providers
- patient data
- supervised learning
- patient care
- health care
- health data
- statistical analysis
- health information technology
- raw data
- electronic medical record
- free text
- expectation maximization
- medical knowledge
- database
- decision support system
- dimensionality reduction
- semi supervised
- knowledge discovery
- medical images
- active learning
- training set
- feature selection
- information retrieval
- data mining