A customised down-sampling machine learning approach for sepsis prediction.
Qinhao WuFei YeQianqian GuFeng ShaoXi LongZhuozhao ZhanJunjie ZhangJun HeYangzhou ZhangQuan XiaoPublished in: Int. J. Medical Informatics (2024)
Keyphrases
- machine learning
- prediction accuracy
- pattern recognition
- recursive neural networks
- prediction model
- predictive modeling
- text classification
- support vector machine
- active learning
- decision trees
- prediction algorithm
- artificial intelligence
- inductive logic programming
- machine learning methods
- transfer learning
- learning systems
- sampling strategy
- machine learning algorithms
- knowledge acquisition
- text mining
- information extraction
- database
- learning algorithm
- computer vision
- computer science
- feature selection
- reinforcement learning
- real world
- prediction error
- image sequences
- inductive learning
- parameter space
- kernel methods
- video sequences
- monte carlo
- expert systems
- evolutionary algorithm