Medical Entity and Relation Extraction from Narrative Clinical Records in Italian Language.
Crescenzo DiomaiutaMaria MercorellaMario CiampiGiuseppe De PietroPublished in: IIMSS (2017)
Keyphrases
- relation extraction
- named entities
- medical records
- patient records
- coreference resolution
- entity extraction
- information extraction
- named entity recognizer
- medical domain
- discharge summaries
- automatic extraction
- free text
- domain specific
- medical data
- named entity recognition
- semantic role labeling
- natural language
- question answering
- dependency trees
- natural language processing
- broad coverage
- text mining
- health care
- semantic relations
- clinical data
- co occurrence
- patient data
- semantic features
- databases
- tree kernels
- medical knowledge
- machine learning
- information retrieval
- entity ranking
- expert systems
- parse tree
- general purpose
- unsupervised learning
- text documents