A Novel NLP-FUZZY System Prototype for Information Extraction from Medical Guidelines.
Lejla Begic FazlicAhmed HallawaAnke SchmeinkArne PeineLukas MartinGuido DartmannPublished in: MIPRO (2019)
Keyphrases
- information extraction
- natural language processing
- free text
- text mining
- fuzzy sets
- question answering
- named entity recognition
- clinical guidelines
- relation extraction
- natural language
- medical knowledge
- web documents
- named entities
- machine learning
- information retrieval
- structured data
- machine translation
- text analysis
- medical diagnosis
- text processing
- medical domain
- conditional random fields
- fuzzy rules
- membership functions
- fuzzy logic
- textual data
- fuzzy clustering
- precision and recall
- text documents
- medical care
- ontology based information extraction
- text summarization
- medical data
- fuzzy numbers
- fuzzy set theory
- medical records
- word sense disambiguation
- semi structured
- medical experts
- artificial intelligence
- database
- fuzzy controller
- medical information
- wordnet
- open domain
- field of natural language processing