An optimal policy for patient laboratory tests in intensive care units

Mathematics

• Optimal Policy 86%
• Policy 73%
• Unit 51%
• Timing 35%
• Reward 34%
• Optimise 31%
• Trade-offs 30%
• Prioritization 24%
• Reinforcement Learning 22%
• Ventilation 21%
• Pareto Optimality 20%
• Expected Utility 20%
• Redundancy 16%
• Batch 16%
• Decision Making 15%
• Composite 13%
• Evaluate 12%
• Minimise 11%
• Experiment 11%
• Costs 10%
• Testing 10%
• Framework 8%
• Estimate 6%

Engineering & Materials Science

• Intensive care units 100%
• Dialysis 54%
• Artificial Respiration 51%
• Reinforcement learning 37%
• Redundancy 31%
• Decision making 27%
• Composite materials 21%
• Testing 19%
• Costs 14%
• Experiments 13%

Medicine & Life Sciences

• Intensive Care Units 62%
• Reward 29%
• Patient Care Management 21%
• Psychology Reinforcement 16%
• Clinical Decision-Making 15%
• Artificial Respiration 14%
• Dialysis 12%
• Learning 11%
• Costs and Cost Analysis 9%