Extracting social determinants of health from clinical note text with classification and sequence-to-sequence approaches.
Brian RomanowskiAsma Ben AbachaYadan FanPublished in: J. Am. Medical Informatics Assoc. (2023)
Keyphrases
- pattern recognition
- machine learning
- supervised machine learning
- automatically extracted
- feature extraction
- classification models
- text retrieval
- sequence classification
- database
- independent variables
- machine learning methods
- classification method
- classification algorithm
- machine learning algorithms
- web documents
- image classification
- natural language processing
- support vector machine
- classification accuracy
- information systems
- social networks