Evaluating the Accuracy of Automated Notifiable Condition Detection in Free-Text Electronic Laboratory Report Results Using Contemporary Text Mining and Machine Learning Methods.
Uzay KirbiyikPatrick LaiBrian E. DixonShaun J. GrannisSuranga Nath KasthurirathnePublished in: AMIA (2015)
Keyphrases
- machine learning methods
- free text
- text mining
- information extraction
- natural language processing
- machine learning
- text analytics
- textual documents
- machine learning algorithms
- semi structured
- machine learning approaches
- computer assisted assessment
- structured data
- text documents
- ensemble methods
- semi structured documents
- plain text
- wordnet
- knowledge representation
- statistical methods
- artificial intelligence
- medical records
- learning algorithm
- text classification
- patient records
- database
- keywords
- information retrieval
- data sets