Domain over size: Clinical ELECTRA surpasses general BERT for bleeding site classification in the free text of electronic health records.
Jannik S. PedersenMartin S. LaursenCristina Soguero-RuízThiusius R. SavarimuthuRasmus Søgaard HansenPernille J. VinholtPublished in: BHI (2022)
Keyphrases
- free text
- medical records
- electronic health records
- clinical guidelines
- information extraction
- patient records
- structured data
- clinical trials
- clinical data
- medical data
- health records
- natural language processing
- automatic classification
- patient care
- semi structured
- patient data
- health data
- machine learning
- domain specific
- feature space
- health care
- privacy preserving
- controlled vocabulary
- feature selection
- information systems