MedEx-UIMA - An Open-Source System for Medication Information Extraction from Clinical Text.
Anushi ShahMin JiangYonghui WuJoshua C. DennyHua XuPublished in: AMIA (2012)
Keyphrases
- information extraction
- open source
- free text
- text mining
- textual data
- text documents
- unstructured text
- text processing
- open domain
- information extraction systems
- information retrieval
- text summarization
- ontology based information extraction
- natural language text
- medical records
- web documents
- patient records
- clinical guidelines
- natural language processing
- patient care
- text retrieval
- structured data
- text analysis
- open source software
- question answering
- relation extraction
- machine learning
- database
- precision and recall
- named entities
- relational learning
- conditional random fields
- entity extraction
- data mining
- linguistic patterns
- extraction patterns
- high risk
- clinical data
- semi structured
- keywords
- text representation
- text data
- named entity recognition
- machine translation
- text classification