Using clinical notes with time series data for ICU management

Mathematics

• Time Series Data 90%
• Benchmark 49%
• Modality 29%
• Forecasting 28%
• Acute 28%
• Time Series Models 28%
• Mortality 28%
• Machine Learning 27%
• Baseline 27%
• Monitoring 25%
• Model 24%
• Irregular 24%
• Resources 23%
• Time series 22%
• Prediction 20%
• Costs 18%
• Modeling 16%
• Performance 14%
• Interval 14%

Engineering & Materials Science

• Intensive care units 100%
• Time series 64%
• Patient monitoring 19%
• Machine learning 11%
• Costs 5%