Preventing inpatient falls with injuries using integrative machine learning prediction: a cohort study

Medicine & Life Sciences

• Machine Learning 100%
• Inpatients 70%
• Accidental Falls 70%
• Cohort Studies 60%
• Wounds and Injuries 42%
• Learning 21%
• Area Under Curve 16%
• Data Warehousing 14%
• Jurisprudence 11%
• Patient Safety 9%
• Standard of Care 9%
• Information Storage and Retrieval 8%
• Bone Density 8%
• Health Care Costs 8%
• Length of Stay 7%
• Hospitalization 7%
• Retrospective Studies 6%
• Technology 6%
• Demography 6%

Engineering & Materials Science

• Learning systems 67%
• Machine learning 64%
• Classifiers 62%
• Data warehouses 25%
• Health care 22%
• Bone 21%
• Testing 11%
• Costs 8%