Application of data mining to the identification of critical factors in patient falls using a web-based reporting system

Keyphrases

• Antipsychosis 33%
• Antipsychotics 33%
• Artificial Neural Network Analysis 33%
• Artificial Neural Network Model 33%
• Data Mining Applications 100%
• Diuretics 66%
• Fall Incidence 33%
• Fall Risk Assessment 66%
• Feature Selection 33%
• Healthcare Institutions 33%
• Hospital Information System 33%
• Incident Reporting System 33%
• Medical Center 33%
• Medication Use 33%
• Negative Predictive Value 66%
• Nursing 33%
• Nursing Intervention 33%
• Patient Falls 100%
• Patient Safety 33%
• Positive Predictive Value 66%
• Predictive Models 33%
• Receiver Operating 66%
• Significant Predictors 33%
• Stepwise Logistic Regression 66%
• Taiwan 33%
• Web-based 33%
• Web-based Reporting System 100%

Nursing and Health Professions

• Artificial Neural Network 50%
• Dependent Variable 25%
• Feature Extraction 25%
• Hospital Information System 25%
• Information Systems 25%
• Logistic Regression Analysis 50%
• Nursing Intervention 25%
• Patient Safety 25%
• Predictive Value 100%