Comparison of deep learning with regression analysis in creating predictive models for SARS-CoV-2 outcomes

Medicine & Life Sciences

• Deep Learning 100%
• Severe Acute Respiratory Syndrome 93%
• Coronavirus 91%
• Proportional Hazards Models 51%
• Regression Analysis 47%
• Confidence Intervals 34%
• Calibration 30%
• Computer Neural Networks 18%
• Resource Allocation 17%
• Machine Learning 16%
• Electronic Health Records 14%
• Survival Analysis 14%
• Teaching Hospitals 13%
• Datasets 11%
• Logistic Models 9%
• Delivery of Health Care 8%

Social Sciences

• predictive model 89%
• regression analysis 59%
• neural network 43%
• learning 24%
• confidence 21%
• regression 18%
• recipient 6%
• logistics 5%
• Healthcare 5%
• discrimination 5%
• death 5%
• electronics 5%
• knowledge 4%
• trend 3%
• management 3%
• performance 3%
• health 3%
• resources 3%
• Teaching 3%

Engineering & Materials Science

• Regression analysis 74%
• Deep learning 64%
• Neural networks 18%
• Calibration 9%
• Logistic regression 6%
• Teaching 5%
• Learning algorithms 5%
• Health 4%
• Machine learning 4%