Reducing workload in systematic review preparation using automated citation classification

Keyphrases

• Drug Class 100%
• Citation Classification 100%
• Classification System 66%
• Review Process 33%
• Drug Efficacy 33%
• Drug Therapy 33%
• Disease Treatment 33%
• Class-specific 33%
• Article number 33%
• Review Topic 33%
• Manual Review 33%
• Measurement Precision 33%
• Validation Experiment 33%
• Over Sampling 33%
• F-measure 33%
• Precision-recall 33%
• Value Measures 33%
• Automated Classification 33%
• Recall Measures 33%
• Precision Measure 33%
• Sample Weighting 33%
• Perceptron 33%
• Updating Systematic Reviews 33%
• Drug Review 33%
• Document Classification 33%

Nursing and Health Professions

• Systematic Review 100%
• Efficacy 50%
• Drug Therapy 25%
• Measurement Precision 25%
• Perceptron 25%
• Drug Quality 25%
• Diseases 25%