Named Entity Recognition in Electronic Medical Records Based on RoBERTa Embedding and BiLSTM-CRF.
Feng LinSisi LuoDongsheng ShiQianzhong ChenYiying LinDongmei LiPublished in: SNPD-Winter (2023)
Keyphrases
- dimensionality reduction
- named entity recognition
- electronic medical record
- conditional random fields
- information extraction
- named entities
- health care
- clinical data
- medical records
- natural language processing
- surveillance system
- sequence labeling
- maximum entropy
- patient data
- semi supervised
- unsupervised learning
- text summarization
- medical data
- crf model
- hidden markov models
- graphical models
- free text
- probabilistic model
- markov random field
- pairwise
- generative model
- open source
- higher order
- electronic health records
- raw data
- video surveillance
- machine learning
- sensitive information
- computer vision
- moving objects
- databases