Automated search for patient records: classification of free-text medical reports using conditional random fields.
Ivko CvejicJun ZhangJames MarxJudy TjoePublished in: IHI (2012)
Keyphrases
- patient records
- free text
- medical information
- discharge summaries
- information extraction
- medical records
- structured data
- natural language processing
- medical education
- note taking
- machine learning
- computer assisted assessment
- semi structured
- clinical information
- clinical data
- automatic classification
- clinical guidelines
- controlled vocabulary
- database
- domain specific
- web pages
- chief complaints
- computer assisted
- context aware
- medical images
- feature space