Domain Adaptation for Trauma Mortality Prediction in EHRs with Feature Disparity.
Xinlu ZhangShiyang LiyZhuowei ChengyRachael CallcutLinda R. PetzoldPublished in: BIBM (2021)
Keyphrases
- domain adaptation
- labeled data
- cross domain
- electronic health records
- multiple sources
- transfer learning
- semi supervised
- sentiment classification
- semi supervised learning
- feature representation
- covariate shift
- target domain
- document classification
- feature vectors
- test data
- learning process
- unlabeled data
- feature set
- natural language processing
- data analysis