Toward a clinical text encoder: pretraining for clinical natural language processing with applications to substance misuse.
Dmitriy DligachMajid AfsharTimothy A. MillerPublished in: J. Am. Medical Informatics Assoc. (2019)
Keyphrases
- natural language processing
- computational linguistics
- text mining
- free text
- clinical data
- clinical practice
- clinical trials
- patient data
- text summarization
- artificial intelligence
- text processing
- medical data
- text retrieval
- machine learning
- rate distortion
- information extraction
- medical records
- medical domain
- named entity recognition
- intrusion detection
- natural language generation
- clinical applications
- patient records
- medical diagnostic