Machine-learned solutions for three stages of clinical information extraction: the state of the art at i2b2 2010.
Berry de BruijnColin CherrySvetlana KiritchenkoJoel D. MartinXiaodan ZhuPublished in: J. Am. Medical Informatics Assoc. (2011)
Keyphrases
- information extraction
- natural language processing
- text mining
- precision and recall
- optimal solution
- named entities
- extracting meaningful
- information retrieval
- structured data
- multistage
- neural network
- clinical guidelines
- medical domain
- relation extraction
- free text
- feasible solution
- web documents
- machine learning
- data sets
- solution quality
- semi structured
- textual data
- machine translation
- clinical practice
- clinical applications
- patient records
- disease diagnosis