Maximum entropy modeling for mining patient medication status from free text.
Serguei V. S. PakhomovAlexander RuggieriChristopher G. ChutePublished in: AMIA (2002)
Keyphrases
- free text
- maximum entropy modeling
- medical records
- patient records
- information extraction
- clinical guidelines
- patient care
- natural language processing
- structured data
- computer assisted assessment
- text analytics
- text mining
- semi structured documents
- semi structured
- knowledge discovery
- data mining
- high risk
- patient data
- clinical trials
- electronic health records
- medical information
- knowledge base
- machine learning
- medical data
- statistical analysis
- information retrieval
- databases