Osteoporosis risk prediction for bone mineral density assessment of postmenopausal women using machine learning

Medicine & Life Sciences

• Aptitude 5%
• Area Under Curve 13%
• Body Mass Index 5%
• Bone Density 80%
• Breast Feeding 8%
• Datasets 6%
• Diabetes Mellitus 6%
• Estrogens 6%
• Femur Neck 8%
• Forests 9%
• Hip 6%
• Hyperlipidemias 8%
• Hypertension 5%
• Korea 8%
• Logistic Models 10%
• Machine Learning 100%
• Medical Records 6%
• Menopause 8%
• Metabolic Bone Diseases 8%
• Nutrition Surveys 8%
• Osteoarthritis 7%
• Osteoporosis 78%
• Postmenopausal Osteoporosis 9%
• Risk Assessment 20%
• ROC Curve 6%
• Self-Assessment 18%
• Sensitivity and Specificity 5%
• Spine 6%
• Support Vector Machine 39%
• Weights and Measures 5%