Artificial intelligence to organize patient portal messages: a journey from an ensemble deep learning text classification to rule-based named entity recognition.
Ahmad P. TaftiSunyang FuAditya KhuranaGeorge M. MastorakosKenneth G. PooleStephen J. TraubJames A. YianniasHongfang LiuPublished in: BIBM (2019)
Keyphrases
- deep learning
- named entity recognition
- text classification
- natural language processing
- machine learning
- artificial intelligence
- classifier ensemble
- unsupervised learning
- information extraction
- named entities
- text mining
- expert systems
- feature selection
- text summarization
- relation extraction
- weakly supervised
- semi supervised
- maximum entropy
- conditional random fields
- bag of words
- knowledge representation
- semantic features
- pattern recognition
- question answering
- n gram
- training data
- natural language
- learning algorithm
- mental models
- co occurrence
- ensemble methods
- wordnet
- data mining
- multi label
- higher order