Improving Medical Code Prediction from Clinical Text via Incorporating Online Knowledge Sources.
Tian BaiSlobodan VuceticPublished in: WWW (2019)
Keyphrases
- knowledge sources
- medical knowledge
- world knowledge
- semantic network
- medical domain
- medical experts
- knowledge based systems
- domain specific
- knowledge acquisition
- blackboard architecture
- semantic interpretation
- domain knowledge
- medical diagnostic
- semantic knowledge
- cultural algorithms
- diagnostic imaging
- medical data
- medical treatment
- knowledge base
- clinical practice
- clinical data
- clinical guidelines
- medical information
- medical diagnosis
- multiple knowledge sources
- clinical decision support
- expert systems
- disease diagnosis
- semantic relations
- information sources
- database
- patient care
- free text
- medical records
- diagnostic process
- source code
- medical doctors
- natural language text
- medical education
- semantic information
- solving optimization problems
- data sets
- medical students
- intensive care
- text mining
- patient data
- data mining
- general purpose
- clinical decision support systems
- intensive care unit
- traditional chinese medicine
- external knowledge