Does Domain Knowledge Matter for Assertion Annotation in Clinical Texts?
Danielle L. MoweryPamela W. JordanJanyce WiebeWendy Webber ChapmanLin LiuPublished in: HISB (2012)
Keyphrases
- domain knowledge
- domain experts
- semantic annotation
- clinical practice
- clinical data
- metadata
- active learning
- manual annotation
- automatic annotation
- knowledge sources
- medical domain
- domain ontology
- prior knowledge
- annotation tool
- disease diagnosis
- domain dependent
- clinical trials
- natural language
- image retrieval
- clinical setting
- background knowledge
- clinical decision support systems
- training data
- automatic image annotation
- domain theory
- keywords
- patient data
- treatment planning
- learning algorithm
- knowledge discovery
- fully automatic
- text categorization