Patients on Weaning Trials from Mechanical Ventilation Classified with Neural Networks and Feature Selection.
Beatriz F. GiraldoCarlos ArizmendiEnrique RomeroRené AlquézarPere CaminalSalvador BenitoD. BallesterosPublished in: EMBC (2006)
Keyphrases
- neural network
- feature selection
- intensive care unit
- acute coronary syndrome
- text categorization
- feature selection algorithms
- pattern recognition
- mutual information
- back propagation
- multi class
- artificial neural networks
- medical data
- clinical data
- feed forward
- support vector
- model selection
- linear discriminant classifier
- recurrent neural networks
- multilayer perceptron
- neural network model
- selected features
- feature space
- machine learning
- discriminative features
- patient data
- dimensionality reduction
- fuzzy logic
- irrelevant features
- feature extraction
- high risk
- blood pressure
- medical diagnosis
- microarray data
- support vector machine
- classification accuracy
- multi task
- feature subset
- text classification
- decision support system
- feature set
- clinical trials
- heart disease
- wireless sensor networks
- information systems
- data sets