Early Sepsis Prediction Using Ensemble Learning with Features Extracted from LSTM Recurrent Neural Network.
Zhengling HeXianxiang ChenZhen FangWeidong YiChenshuo WangLi JiangZhongkai TongZhongrui BaiYueqi LiYichen PanPublished in: CinC (2019)
Keyphrases
- recurrent neural networks
- ensemble learning
- ensemble classifier
- long short term memory
- feed forward
- neural network
- feedforward neural networks
- prediction accuracy
- ensemble methods
- recurrent networks
- weak learners
- feature set
- feature vectors
- generalization ability
- feature extraction
- prior knowledge
- base classifiers
- genetic algorithm
- feature selection
- regression model
- unlabeled data
- multi class