EliIE: An open-source information extraction system for clinical trial eligibility criteria.
Tian KangShaodian ZhangYoulan TangGregory William HrubyAlexander RusanovNoémie ElhadadChunhua WengPublished in: J. Am. Medical Informatics Assoc. (2017)
Keyphrases
- clinical trials
- open source
- information extraction
- decision support system
- natural language processing
- clinical guidelines
- clinical practice
- free text
- machine learning
- electronic health records
- information retrieval
- medical domain
- text mining
- case study
- source code
- cancer patients
- natural language
- experimental design
- medical diagnosis
- data sets
- data model
- learning environment
- decision trees
- cardiac surgery