Improving Mechanical Ventilator Clinical Decision Support Systems with a Machine Learning Classifier for Determining Ventilator Mode.
Gregory B. RehmBrooks T. KuhnJimmy NguyenNicholas R. AndersonChen-Nee ChuahJason Y. AdamsPublished in: MedInfo (2019)
Keyphrases
- machine learning
- clinical decision support systems
- support vector machine
- learning algorithm
- feature selection
- decision trees
- data mining
- clinical practice
- training data
- learning classifier systems
- pattern recognition
- feature space
- text classification
- training set
- active learning
- knowledge discovery
- information extraction
- natural language processing
- decision support system
- association rules
- training samples
- third party
- information systems
- clinical trials
- artificial intelligence
- information retrieval
- heart failure