Conditional concordance-assisted learning under matched case-control design for combining biomarkers for population screening
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Publication:6617495
DOI10.1002/sim.9677zbMATH Open1545.62433MaRDI QIDQ6617495
Qingxiang Yan, Ziding Feng, Jing Ning, Wen Li, Ruosha Li
Publication date: 11 October 2024
Published in: Statistics in Medicine (Search for Journal in Brave)
sensitivityspecificityconditional logistic regressionmatched case-control studiesconditional concordance-assisted learning
Cites Work
- The performance of kernel density functions in kernel distribution function estimation
- Two simple algorithms on linear combination of multiple biomarkers to maximize partial area under the ROC curve
- Defining an optimal cut-point value in ROC analysis: an alternative approach
- The linear combinations of biomarkers which maximize the partial area under the ROC curves
- Model-free scoring system for risk prediction with application to hepatocellular carcinoma study
- Marker selection via maximizing the partial area under the ROC curve of linear risk scores
- Efficient Estimation for the Accelerated Failure Time Model
- Linear Combinations of Multiple Diagnostic Markers
- Combining diagnostic test results to increase accuracy
- Learning‐based biomarker‐assisted rules for optimized clinical benefit under a risk constraint
- On Feature Ensemble Optimizing the Sensitivity and Partial ROC Curve
- Robust risk prediction with biomarkers under two‐phase stratified cohort design
- Matching in Studies of Classification Accuracy: Implications for Analysis, Efficiency, and Assessment of Incremental Value
- Combining Predictors for Classification Using the Area under the Receiver Operating Characteristic Curve
- A Generalization of Sampling Without Replacement From a Finite Universe
- Combining biomarkers by maximizing the true positive rate for a fixed false positive rate
- Estimating the receiver operating characteristic curve in matched case control studies
- Why match? Investigating matched case-control study designs with causal effect estimation
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