Multilingual Clinical NER for Diseases and Medications Recognition in Cardiology Texts using BERT Embeddings.
Manuela Daniela DanuGeorge MaricaConstantin SuciuLucian Mihai ItuOladimeji FarriPublished in: CLEF (Working Notes) (2024)
Keyphrases
- chinese named entity recognition
- named entity recognition
- clinically relevant
- recognition rate
- feature extraction
- named entities
- information extraction
- disease diagnosis
- maximum entropy
- object recognition
- conditional random fields
- digital libraries
- text generation
- clinical diagnosis
- heart disease
- cardiovascular disease
- text summarization
- diagnostic process
- clinical trials
- medical diagnosis
- information retrieval
- disease progression
- unsupervised learning
- text classification
- low dimensional
- dimensionality reduction