Machine learning approach to reduce alert fatigue using a disease medication–related clinical decision support system: Model development and validation

Medicine & Life Sciences

• Clinical Decision Support Systems 100%
• Decision Support Techniques 90%
• Machine Learning 86%
• Fatigue 64%
• Physicians 30%
• Support Vector Machine 23%
• Forests 22%
• Prescriptions 16%
• Medical Order Entry Systems 14%
• Computer Neural Networks 12%
• Medication Errors 12%
• Clinical Decision-Making 10%
• Taiwan 9%
• Patient Safety 9%
• Teaching Hospitals 8%
• ROC Curve 8%
• Datasets 7%
• University Hospitals 7%
• Sensitivity and Specificity 7%