ezDI: A Hybrid CRF and SVM based Model for Detecting and Encoding Disorder Mentions in Clinical Notes.
Parth PathakPinal PatelVishal PanchalNarayan ChoudharyAmrish PatelGautam JoshiPublished in: SemEval@COLING (2014)
Keyphrases
- data sets
- random fields
- probability distribution
- management system
- neural network
- formal model
- conditional random fields
- statistical model
- computational model
- probabilistic model
- cost function
- segmentation algorithm
- parameter estimation
- regression model
- theoretical framework
- prior knowledge
- support vector
- objective function