Domain Adaptation Using Convolutional Autoencoder and Gradient Boosting for Adverse Events Prediction in the Intensive Care Unit.
Yuanda ZhuJanani VenugopalanZhenyu ZhangNikhil ChananiKevin O. MaherMay D. WangPublished in: Frontiers Artif. Intell. (2022)
Keyphrases
- domain adaptation
- gradient boosting
- intensive care unit
- prediction accuracy
- labeled data
- semi supervised
- loss function
- intensive care
- semi supervised learning
- document classification
- transfer learning
- data sets
- artificial intelligence
- test data
- text classification
- data mining
- database
- machine learning
- learning tasks
- clinical data
- feature extraction
- databases