Monitoring Lung Mechanics during Mechanical Ventilation using Machine Learning Algorithms

Engineering & Materials Science

• Artificial Respiration 100%
• Decision tables 98%
• Decision trees 70%
• Ventilation 68%
• Mechanics 63%
• Learning algorithms 60%
• Support vector machines 58%
• Machine learning 53%
• Pressure control 43%
• Monitoring 40%
• Supervised learning 38%
• Linear regression 36%
• Compliance 31%
• Flow rate 27%
• Sensors 18%

Medicine & Life Sciences

• Machine Learning 82%
• Artificial Respiration 69%
• Decision Trees 45%
• Support Vector Machine 44%
• Lung 39%
• Ventilation 32%
• Linear Models 28%
• Pressure 23%
• Mechanical Ventilators 19%
• Compliance 16%
• Learning 13%
• Aptitude 12%
• Technology 11%
• Delivery of Health Care 11%