Cross-registry neural domain adaptation to extract mutational test results from pathology reports.
Anthony RiosEric B. DurbinIsaac HandsSusanne M. ArnoldDarshil ShahStephen M. SchwartzBernardo H. L. GoulartRamakanth KavuluruPublished in: J. Biomed. Informatics (2019)
Keyphrases
- domain adaptation
- test data
- cross domain
- manifold alignment
- labeled data
- sentiment classification
- target domain
- multiple sources
- covariate shift
- semi supervised
- neural network
- semi supervised learning
- transfer learning
- document classification
- test cases
- sentiment analysis
- test set
- unlabeled data
- object oriented
- knn
- training data
- data sets