Covid-19 triage in the emergency department 2.0: how analytics and AI transform a human-made algorithm for the prediction of clinical pathways

Keyphrases

• Emergency Department 100%
• Clinical Pathway 100%
• COVID-19 100%
• Triage 100%
• Human-made 100%
• Palliative Care 50%
• Comorbidity 25%
• Patient Care 25%
• Disease Severity 25%
• Superior Performance 25%
• Germany 25%
• Critical Care 25%
• Preparation Method 25%
• Pre-existing Conditions 25%
• COVID-19 Patients 25%
• COVID-19 Pandemic 25%
• Capacity Constraints 25%
• LEOSS 25%
• Interactive Techniques 25%
• Missing Value Imputation 25%
• Performance Metrics 25%
• Ethical Attitude 25%
• Triage Algorithm 25%
• Artificial Intelligence Algorithm 25%
• Data Preparation 25%
• Capacity Planning 25%
• AI Techniques 25%
• Analytic Technique 25%
• Human-AI 25%
• XAI Technique 25%
• Multi-center Dataset 25%

Medicine and Dentistry

• Triage 100%
• Emergency Department 100%
• Clinical Pathway 100%
• Symptomatic Treatment 40%
• Patient Care 20%
• Intensive Care 20%
• Pre-Existing Condition 20%
• Comorbidity 20%
• Diseases 20%
• Pandemic 20%

Mathematics

• Missing Value 100%
• Data Preparation Process 100%