Categorization of free-text drug orders using character-level recurrent neural networks.
Yarden RaiskinCarsten EickhoffPatrick E. BeelerPublished in: Int. J. Medical Informatics (2019)
Keyphrases
- free text
- recurrent neural networks
- information extraction
- natural language processing
- structured data
- computer assisted assessment
- semi structured
- neural network
- echo state networks
- semi structured documents
- feed forward
- medical records
- reservoir computing
- recurrent networks
- plain text
- artificial neural networks
- nonlinear dynamic systems
- clinical guidelines
- patient records
- neural model
- machine learning
- information retrieval
- text categorization
- learning algorithm
- natural language
- cascade correlation
- data model
- database