Using Natural Language Processing to improve EHR Structured Data-based Surgical Site Infection Surveillance.
Jianlin ShiSiru LiuLiese C. PruittCarolyn LuppensJeffrey P. FerraroAdi V. GundlapalliWendy W. ChapmanBrian T. BucherPublished in: AMIA (2019)
Keyphrases
- structured data
- information extraction
- free text
- natural language processing
- textual data
- semi structured
- relational data
- semi structured data
- unstructured data
- machine learning
- data sources
- structured information
- xml documents
- semistructured data
- relation extraction
- keyword search
- text data
- search algorithm
- named entity recognition
- natural language
- website
- graph kernels
- unstructured text
- structured and unstructured data
- information retrieval
- structured databases
- database
- question answering
- tree kernels