Machine Learning Approaches for Early Prostate Cancer Prediction Based on Healthcare Utilization Patterns

Keyphrases

• Healthcare Utilization 100%
• Machine Learning Approach 100%
• Prostate Cancer Screening 100%
• Prediction Method 100%
• Utilization Pattern 100%
• Prostate Cancer Prediction 100%
• Early Prostate Cancer 100%
• Prediction Accuracy 25%
• Machine Learning Models 25%
• Frequency Change 25%
• Early Identification 25%
• Prostate Cancer Patients 25%
• F1 Score 25%
• Supervised Machine Learning 25%
• Medical Activity 25%
• Machine Learning Applications 25%
• Best Prediction 25%
• Pattern Change 25%
• XGBoost Model 25%
• AUC Score 25%

Nursing and Health Professions

• Health Care Utilization 100%
• Prostate Cancer 100%
• Cancer Diagnosis 57%
• Area under the Curve 14%
• Supervised Machine Learning 14%

Engineering

• Learning Approach 100%
• Learning System 100%
• Machine Learning Technique 33%