Unsupervised Machine Learning for the Discovery of Latent Disease Clusters and Patient Subgroups Using Electronic Health Records.
Yanshan WangYiqing ZhaoTerry M. TherneauElizabeth J. AtkinsonAhmad P. TaftiNan ZhangShreyasee AminAndrew H. LimperHongfang LiuPublished in: CoRR (2019)
Keyphrases
- electronic health records
- machine learning
- clinical data
- knowledge discovery
- clinical trials
- medical records
- medical data
- health care
- electronic medical record
- data mining
- health data
- health information technology
- healthcare providers
- health records
- information overload
- natural language processing
- learning algorithm
- patient care
- patient data
- health care providers
- artificial intelligence
- feature selection
- information extraction
- statistical analysis
- model selection
- knowledge acquisition
- text mining
- natural language
- metadata
- active learning
- information systems
- data points
- information retrieval
- databases