Prediction of ICD Codes with Clinical BERT Embeddings and Text Augmentation with Label Balancing using MIMIC-III.
Brent BisedaGaurav DesaiHaifeng LinAnish PhilipPublished in: CoRR (2020)
Keyphrases
- free text
- clinical diagnosis
- prediction accuracy
- bladder cancer
- medical records
- patient records
- prediction algorithm
- clinical guidelines
- prediction error
- information retrieval
- prediction model
- vector space
- clinical data
- multi label
- information extraction
- error correction
- database
- text retrieval
- euclidean space
- text documents
- low dimensional
- dimensionality reduction
- training data