Dynamic prediction of hospital admission with medical claim data

Medicine & Life Sciences

• Centers for Medicare and Medicaid Services (U.S.) 45%
• Forests 41%
• Hospitalization 38%
• Heart Failure 38%
• Accountable Care Organizations 27%
• Logistic Models 22%
• Survival 19%
• Patient Admission 19%
• Benchmarking 18%
• Proportional Hazards Models 15%
• ROC Curve 14%
• Area Under Curve 14%
• Economics 13%
• Statistics 13%
• Delivery of Health Care 10%

Social Sciences

• hospital admission 100%
• hospitalization 21%
• time 8%
• adverse events 8%
• event 7%
• performance 5%
• penalty 5%
• logistics 4%
• Healthcare 4%
• statistics 4%
• regression 4%
• organization 3%
• resources 2%
• economics 2%
• literature 2%

Engineering & Materials Science

• Random forests 13%
• Medical applications 7%
• Logistic regression 7%
• Statistics 4%
• Economics 4%