Tasks as needs: reframing the paradigm of clinical natural language processing research for real-world decision support.
Asher LedermanReeva LedermanKarin VerspoorPublished in: J. Am. Medical Informatics Assoc. (2022)
Keyphrases
- decision support
- natural language processing
- real world
- cancer treatment
- decision support system
- machine learning
- business intelligence
- wide range
- therapy planning
- information extraction
- case study
- knowledge representation
- intensive care
- data sets
- named entities
- clinical decision support systems
- decision making
- natural language
- decision makers
- artificial intelligence
- real world environments
- semantic relations
- computational linguistics
- product configuration
- tasks in natural language processing
- text processing
- patient data
- data warehouse
- data analysis
- data mining
- feature engineering