Named entity recognition in electronic health records using transfer learning bootstrapped Neural Networks.
Luka GligicAndrey KormilitzinPaul GoldbergAlejo J. Nevado-HolgadoPublished in: Neural Networks (2020)
Keyphrases
- transfer learning
- named entity recognition
- electronic health records
- neural network
- semi supervised
- information extraction
- named entities
- labeled data
- natural language processing
- semi supervised learning
- conditional random fields
- clinical data
- maximum entropy
- text mining
- reinforcement learning
- machine learning
- health care
- text classification
- cross domain
- unlabeled data
- active learning
- text categorization
- collaborative filtering
- health information
- medical records
- clinical trials
- machine learning algorithms
- medical data
- information retrieval
- domain adaptation
- target domain
- co occurrence
- learning algorithm
- information systems
- domain specific
- question answering
- markov random field