Reshaping free-text radiology notes into structured reports with generative question answering transformers.
Laura BergomiTommaso Mario BuonocorePaolo AntonazzoLorenzo AlberghiRiccardo BellazziLorenzo PredaChandra BortolottoEnea ParimbelliPublished in: Artif. Intell. Medicine (2024)
Keyphrases
- free text
- question answering
- information extraction
- natural language processing
- structured data
- passage retrieval
- natural language
- information retrieval
- named entities
- medical records
- semi structured
- cross language
- question answering systems
- question classification
- qa clef
- machine translation
- word sense disambiguation
- relation extraction
- machine learning
- answer extraction
- text documents
- syntactic information
- qa systems
- text mining
- answer validation
- candidate answers
- co occurrence
- databases