Detection of Colorectal Surgical Site Infections Using Bayesian Network and Natural Language Processing.
Sunghwan SohnMajid Rastegar-MojaradJames M. NaessensElizabeth B. HabermannDavid W. LarsonHongfang LiuPublished in: AMIA (2015)
Keyphrases
- natural language processing
- bayesian networks
- machine learning
- website
- information extraction
- object detection
- detection accuracy
- computational linguistics
- false alarms
- semantic analysis
- semantic relations
- detection rate
- structural learning
- conditional independence
- automatic detection
- virtual reality
- detection method
- detection algorithm
- web pages
- named entities
- false positives
- probabilistic inference
- free text
- graphical models
- text mining
- knowledge representation
- computational biology
- natural language
- text processing
- diagnostic reasoning
- data mining