Enhancing Clinical Information Extraction with Transferred Contextual Embeddings.
Zimin WanChenchen XuHanna SuominenPublished in: CoRR (2021)
Keyphrases
- information extraction
- free text
- natural language processing
- contextual information
- precision and recall
- medical records
- clinical data
- named entity recognition
- open domain
- clinical guidelines
- natural language
- semi structured
- clinical setting
- clinical practice
- structured data
- medical domain
- machine learning
- text mining
- named entities
- text documents
- question answering
- patient records
- web documents
- dimensionality reduction
- patient data
- conditional random fields
- relation extraction
- textual data
- low dimensional
- euclidean space
- manifold learning
- medical diagnostic
- treatment planning
- clinical information
- natural language text
- text summarization
- word sense disambiguation
- machine translation
- clinical trials
- data extraction
- distance measure
- medical data
- disease diagnosis
- clinically relevant
- vector space
- extracting meaningful