Unbiased Prediction and Feature Selection in High-Dimensional Survival Regression

Keyphrases

• Feature Selection 100%
• Predictive Power 100%
• Survival Model 100%
• Survival Regression 100%
• Unbiased Predictions 100%
• Reliable Detection 33%
• Reliable Estimation 33%
• Model Building 33%
• Performance Estimation 33%
• Performance Prediction 33%
• Final Model 33%
• Clinical Setting 33%
• Survival Prediction 33%
• Selected Features 33%
• Omics Data 33%
• Breast Cancer Patients 33%
• Clinical Medicine 33%
• Feature Selection Models 33%
• Weighted Combination 33%
• Survival Outcomes 33%
• Nested Cross-validation 33%
• Profiling Techniques 33%
• Open Source R 33%
• Multivariate Biomarker 33%
• Omics Profiling 33%
• Breast Cancer Data 33%
• Power Features 33%
• Unseen 33%

Computer Science

• Feature Selection 100%
• Predictive Power 100%
• Feature Extraction 100%
• Open Source 33%
• Reliable Detection 33%
• Estimation Performance 33%
• Clinical Setting 33%
• Cancer Patient 33%
• Predictive Performance 33%

Mathematics

• Survival Model 100%
• Predictive Power 100%
• Cross-Validation 66%
• Predictive Performance 33%
• Cancer Patient 33%
• Final Model 33%