Named Entity Recognition in Electronic Health Records Using Transfer Learning Bootstrapped Neural Networks.
Luka GligicAndrey KormilitzinPaul GoldbergAlejo J. Nevado-HolgadoPublished in: CoRR (2019)
Keyphrases
- transfer learning
- named entity recognition
- electronic health records
- neural network
- semi supervised
- named entities
- information extraction
- labeled data
- natural language processing
- semi supervised learning
- clinical data
- maximum entropy
- active learning
- text mining
- conditional random fields
- health care
- cross domain
- machine learning
- domain adaptation
- reinforcement learning
- unlabeled data
- medical data
- collaborative filtering
- clinical trials
- machine learning algorithms
- text classification
- medical records
- learning algorithm
- target domain
- text categorization
- pairwise
- information systems
- health information
- probabilistic model
- information retrieval
- general purpose
- supervised learning
- natural language
- data sets