A BERT-Based Artificial Intelligence to Analyze Free-Text Clinical Notes for Binary Classification in Papillary Thyroid Carcinoma Recurrence.
Jahyun NamJee-Woo ChoiYong-Goo ShinSeung ParkPublished in: ICCE (2023)
Keyphrases
- free text
- binary classification
- artificial intelligence
- natural language processing
- support vector
- multi class
- information extraction
- learning problems
- cost sensitive
- structured data
- support vector machine
- semi structured
- prediction accuracy
- multi label
- machine learning
- ensemble methods
- generalization error
- medical diagnosis
- medical records
- class imbalance
- cross validation
- pairwise
- expert systems
- training data
- machine learning algorithms
- high dimensionality
- kernel methods
- markov random field
- knowledge representation