Document sublanguage clustering to detect medical specialty in cross-institutional clinical texts.
Kristina Doing-HarrisOlga V. PattersonSean IgoJohn F. HurdlePublished in: DTMBIO (2013)
Keyphrases
- document clustering
- medical domain
- text documents
- clustering algorithm
- diagnostic imaging
- medical experts
- medical treatment
- medical diagnostic
- patient records
- disease diagnosis
- medical data
- document images
- text clustering
- k means
- keywords
- web documents
- patient care
- clinical decision support
- retrieval systems
- clustering method
- tolerance rough set
- medical records
- medical databases
- cluster membership
- medical staff
- medical center
- authorship attribution
- medical education
- operating room
- search engine
- clinical decision support systems
- information retrieval
- health care
- clinical guidelines
- medical knowledge
- health information systems
- clinical practice
- information retrieval systems
- medical diagnosis
- medical practice
- diagnostic process
- medical imaging
- detection algorithm
- primary care
- document classification
- therapy planning
- electronic documents
- hospital information systems
- cancer treatment
- medical images
- text mining
- cardiovascular disease