Screening the risk of obstructive sleep apnea by utilizing supervised learning techniques based on anthropometric features and snoring events

Nursing and Health Professions

• Anthropometry 100%
• Sleep Disordered Breathing 100%
• Random Forest 33%
• Polysomnography 33%
• Logistic Regression Analysis 11%
• K Nearest Neighbor 11%
• Supervised Machine Learning 11%
• Support Vector Machine 11%
• Xgboost 11%

Medicine and Dentistry

• Anthropometry 100%
• Obstructive Sleep Apnea 100%
• Polysomnography 33%
• Logistic Regression Analysis 11%
• Visceral Fat 11%
• Xgboost 11%

Immunology and Microbiology

• Random Forest 100%
• Supervised Machine Learning 33%
• K Nearest Neighbor 33%
• Support Vector Machine 33%