Hierarchical Gaussian Processes and Mixtures of Experts to Model COVID-19 Patient Trajectories

Mathematics

• Mixture of Experts 100%
• Gaussian Mixture 84%
• Gaussian Process 59%
• Trajectory 47%
• Electronics 31%
• Health 31%
• Spatio-temporal Model 22%
• Interpretability 20%
• Model 19%
• Hierarchical Model 18%
• Progression 17%
• Nonlinear Regression 17%
• Gaussian Model 17%
• Real-time 17%
• Nonparametric Model 16%
• Process Model 16%
• Updating 16%
• Predictors 13%
• Hierarchy 12%
• Partition 11%
• Subgroup 10%
• Performance 9%
• Standards 8%

Engineering & Materials Science

• Trajectories 42%
• Health 22%
• Real time systems 15%

Medicine & Life Sciences

• Electronic Health Records 17%
• Computer Systems 10%
• Albumins 7%
• Disease Progression 6%
• Datasets 6%
• Biomarkers 5%