Learning clinical networks from medical records based on information estimates in mixed-type data.
Vincent CabeliLouis VernyNadir SellaGuido UguzzoniMarc VernyHervé IsambertPublished in: PLoS Comput. Biol. (2020)
Keyphrases
- medical records
- sensitive information
- free text
- prior knowledge
- raw data
- patient data
- medical data
- health care
- clinical information
- medical information
- database
- data sets
- medical domain
- electronic health records
- patient records
- data sources
- domain experts
- original data
- multiple types
- clinical data
- data analysis
- statistical methods
- network structure
- high dimensional data
- information extraction
- stored data
- training data
- databases
- data mining
- information systems
- xml documents
- structured data
- knowledge acquisition
- image data
- knowledge discovery