Development of deep learning algorithms to categorize free-text notes pertaining to diabetes: convolution neural networks achieve higher accuracy than support vector machines.
Boyi YangAdam WrightPublished in: CoRR (2018)
Keyphrases
- free text
- neural network
- support vector
- learning machines
- large margin classifiers
- learning algorithm
- information extraction
- natural language processing
- generalization ability
- computer assisted assessment
- structured data
- semi structured
- semi structured documents
- plain text
- back propagation
- kernel function
- knowledge based systems
- artificial neural networks
- clinical guidelines
- health care
- kernel methods
- training data
- medical records
- text analytics
- radial basis function
- machine learning
- database