Information Extraction from Clinical Documents: Towards Disease/Disorder Template Filling.
Veera Raghavendra ChikkaNestor MariyasagayamYoshiki NiwaKamalakar KarlapalemPublished in: CLEF (2015)
Keyphrases
- information extraction
- free text
- text documents
- web documents
- information retrieval
- disease diagnosis
- patient records
- unstructured documents
- textual data
- medical records
- natural language text
- text mining
- clinical applications
- document classification
- template matching
- disease progression
- structured data
- diagnostic process
- document collections
- document clustering
- natural language processing
- physiological processes
- semi structured
- clinical data
- named entities
- clinically relevant
- information retrieval systems
- unstructured text
- cardiovascular disease
- document retrieval
- medical doctors
- relevant documents
- electronic medical record
- multiple sclerosis
- search engine
- metadata
- keywords
- clinical studies
- retrieval systems
- clinical practice
- text summarization
- web mining
- precision and recall
- knowledge discovery
- natural language
- matching algorithm
- textual information
- wrapper induction
- patient groups