A machine learning method for automatic detection and classification of patient-ventilator asynchrony.
Tom H. G. F. BakkesRoel J. H. MontreeMassimo MischiFrancesco MojoliSimona TurcoPublished in: EMBC (2020)
Keyphrases
- machine learning
- machine learning methods
- pattern recognition
- decision trees
- supervised learning
- machine learning algorithms
- text classification
- supervised machine learning
- supervised classification
- classification accuracy
- support vector machine
- artificial intelligence
- active learning
- text mining
- classification method
- unsupervised learning
- feature vectors
- classification scheme
- automatic classification
- learning tasks
- feature selection
- natural language processing
- reinforcement learning
- benchmark datasets
- class labels
- model selection
- data mining
- statistical methods
- image classification
- inductive learning
- medical data
- decision support system
- classification systems
- clinical practice
- preprocessing