Machine Learning Models for Prediction of Joint Infections Following Hip Replacement Surgery

Mathematics

• Surgery 97%
• Machine Learning 96%
• Replacement 88%
• Infection 86%
• Prediction 70%
• Electronics 36%
• Model 28%
• Performance Model 25%
• Boosting 23%
• Prediction Model 22%
• Cox Model 22%
• Risk Factors 22%
• Concordance 21%
• Complications 20%
• Data-driven 20%
• Cross-validation 19%
• Neural Networks 16%
• Fold 16%
• Calculate 13%
• Gradient 13%

Medicine & Life Sciences

• Machine Learning 100%
• Hip 73%
• Joints 62%
• Electronic Health Records 45%
• Infections 42%
• Computer Neural Networks 28%
• Hip Replacement Arthroplasties 26%
• Risk Management 24%
• Tertiary Healthcare 21%
• Proportional Hazards Models 19%
• Tertiary Care Centers 19%
• Datasets 17%

Engineering & Materials Science

• Surgery 89%
• Machine learning 64%
• Electronic scales 20%
• Health 18%
• Model structures 13%
• Neural networks 7%