Machine Learning Methods Applied to Predict Ventilator-Associated Pneumonia with Pseudomonas aeruginosa Infection via Sensor Array of Electronic Nose in Intensive Care Unit

Engineering

• Intensive Care Unit 100%
• Aeruginosa 100%
• Machine Learning Method 100%
• Sensor Array 100%
• Electronic Nose 100%
• Support Vector Machine 80%
• Receiver Operating Characteristic 20%
• Operating-Characteristic Curve 20%
• Artificial Neural Network 20%
• Early Detection 20%
• Recognition Rate 20%
• Integrated System 20%
• Network Model 20%
• Backpropagation 20%
• Black Carbon 20%

Pharmacology, Toxicology and Pharmaceutical Science

• Ventilator Associated Pneumonia 100%
• Pseudomonas Infection 100%
• Infection 20%
• Carbon Black 20%
• Lung Disease 20%
• Cross-Validation 20%
• Disease 20%