Emergency triage based on deep ensemble learning and ICU physiological time series.
Shuang BaiLin YeLeyao LiuTuanjie LiangChi QinJingyu BuGuanzheng GaoTian LiuPublished in: Biomed. Signal Process. Control. (2024)
Keyphrases
- ensemble learning
- ensemble methods
- generalization ability
- heart rate
- random forest
- intensive care unit
- base classifiers
- feature selection
- mutual subspace method
- blood pressure
- weak learners
- ensemble classifier
- clinical data
- non stationary
- unlabeled data
- decision trees
- decision making
- neural network
- prediction accuracy
- active learning
- learning process
- support vector
- data mining
- disease outbreaks