Extracting Thyroid Nodules Characteristics from Ultrasound Reports Using Transformer-based Natural Language Processing Methods.
Aman PathakZehao YuDaniel ParedesElio Paul MonsourAndrea Ortiz RochaJuan P. BritoNaykky Singh OspinaYonghui WuPublished in: CoRR (2023)
Keyphrases
- natural language
- natural language processing
- question answering
- semantic analysis
- information extraction
- knowledge representation
- fuzzy logic
- significant improvement
- preprocessing
- empirical studies
- computer aided
- ultrasound images
- feature selection
- wordnet
- artificial intelligence
- named entities
- medical diagnosis
- neural network