Benchmarking emergency department prediction models with machine learning and public electronic health records

Keyphrases

• Machine Learning 100%
• Electronic Health Records 100%
• Prediction Model 100%
• Emergency Department 100%
• Benchmark Dataset 66%
• Clinical Prediction Model 66%
• Risk Assessment 33%
• Clinical Data 33%
• Decision Support System 33%
• Predictive Tool 33%
• Medical Resources 33%
• COVID-19 Pandemic 33%
• Data Preprocessing 33%
• Clinical Triage 33%
• Clinical Risk 33%
• Model Support System 33%
• Triage Assessments 33%
• Data Platform 33%
• Research Workflow 33%
• Emergency Care 33%
• Emergency Department Services 33%
• Medical Information Mart for Intensive care-IV 33%
• Hospital Infrastructure 33%

Computer Science

• Benchmarking 100%
• Prediction Model 100%
• Machine Learning 100%
• Learning System 100%
• Open Source 50%
• Data Preprocessing 50%
• Managing Data 50%
• Medical Information 50%
• Service Department 50%
• Clinical Data 50%
• Information Mart 50%
• Department Database 50%