Complexities, variations, and errors of numbering within clinical notes: the potential impact on information extraction and cohort-identification.
David A. HanauerQiaozhu MeiV. G. Vinod VydiswaranKarandeep SinghZach Landis-LewisChunhua WengPublished in: BMC Medical Informatics Decis. Mak. (2019)
Keyphrases
- potential impact
- information extraction
- natural language processing
- precision and recall
- information retrieval
- free text
- machine learning
- structured data
- text mining
- conditional random fields
- question answering
- named entities
- relation extraction
- text processing
- named entity recognition
- automatic identification
- web documents
- artificial intelligence
- real world
- neural network
- information extraction systems
- error analysis
- textual data
- prediction error
- word sense disambiguation
- semi structured
- web mining