Understanding increments in model performance metrics

No abstract is available for this paper.

• Publication year

  2012

• Venue

  Lifetime Data Analysis

• Publication date

  2012-12-16

• Fields of study

  Mathematics, Medicine

• Identifiers
  DOI 10.1007/s10985-012-9238-0PMID 23242535PMCID PMC3656609
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar, PubMed

• No claims are published for this paper.

• No concepts are published for this paper.

• Statistical Learning Theory

  2021cited by this paper
• Invited commentary: Clinical usefulness of the Framingham cardiovascular risk profile beyond its statistical performance.

  2012cited by this paper
• Misuse of DeLong test to compare AUCs for nested models

  2012cited by this paper
• Novel metrics for evaluating improvement in discrimination: net reclassification and integrated discrimination improvement for normal variables and nested models

  2012cited by this paper
• Extensions of net reclassification improvement calculations to measure usefulness of new biomarkers

  2011cited by this paper
• Assessing the incremental value of diagnostic and prognostic markers: a review and illustration

  2011cited by this paper
• Relations of Biomarkers of Distinct Pathophysiological Pathways and Atrial Fibrillation Incidence in the Community

  2010cited by this paper
• Assessing the Performance of Prediction Models: A Framework for Traditional and Novel Measures

  2010cited by this paper
• Using relative utility curves to evaluate risk prediction

  2009cited by this paper
• Assessment of claims of improved prediction beyond the Framingham risk score.

  2009cited by this paper
• Evaluating the added predictive ability of a new marker: From area under the ROC curve to reclassification and beyond

  2008cited by this paper
• Use and Misuse of the Receiver Operating Characteristic Curve in Risk Prediction

  2007cited by this paper
• Decision Curve Analysis: A Novel Method for Evaluating Prediction Models

  2006cited by this paper
• Bisphosphonate-Associated Contact Stomatitis

  2006cited by this paper
• The limitations of risk factors as prognostic tools.

  2006cited by this paper
• On criteria for evaluating models of absolute risk.

  2005cited by this paper
• Limitations of the odds ratio in gauging the performance of a diagnostic, prognostic, or screening marker.

  2004cited by this paper
• Partial AUC Estimation and Regression

  2003cited by this paper
• Regret graphs, diagnostic uncertainty and Youden's Index.

  1996cited by this paper
• Linear Combinations of Multiple Diagnostic Markers

  1993cited by this paper
• Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach.

  1988cited by this paper
• External correspondence: Decompositions of the mean probability score

  1982cited by this paper
• The meaning and use of the area under a receiver operating characteristic (ROC) curve.

  1982cited by this paper
• Regression Models and Life-Tables

  1972cited by this paper
• Estimation of the probability of an event as a function of several independent variables.

  1967cited by this paper
• Multivariate Statistical Methods

  1967cited by this paper
• Index for rating diagnostic tests

  1950cited by this paper
• On the generalized distance in statistics

  1936cited by this paper
• THE USE OF MULTIPLE MEASUREMENTS IN TAXONOMIC PROBLEMS

  1936cited by this paper

• Criteria to Assess the Predictive and Clinical Utility of Novel Models, Biomarkers, and Tools for Risk of Cardiovascular Disease: A Scientific Statement From the American Heart Association.

  2026cites this paper
• Prognostic accuracy of 70 individual frailty biomarkers in predicting mortality in the Canadian Longitudinal Study on Aging

  2024cites this paper
• Title page Metrics to quantify surrogacy for survival in metastatic oncology trials: a simulation study

  2022cites this paper
• Predictive Utility of a Validated Polygenic Risk Score for Long-Term Risk of Coronary Heart Disease in Young and Middle-Aged Adults

  2022cites this paper
• Minimum sample size for developing a multivariable prediction model using multinomial logistic regression

  2022cites this paper
• Comparison of Cellular Morphological Descriptors and Molecular Fingerprints for the Prediction of Cytotoxicity- and Proliferation-Related Assays.

  2021cites this paper
• Polygenic Risk Scores for Prediction of Breast Cancer in Korean women

  2021cites this paper
• Longitudinal validation of an electronic health record delirium prediction model applied at admission in COVID-19 patients

  2021cites this paper
• Metrics to find a surrogate endpoint of OS in metastatic oncology trials: a simulation study

  2021cites this paper
• Effectiveness of antimicrobial prophylaxis at 30 versus 60 min before cesarean delivery

  2021cites this paper
• Sample size for the evaluation of presence-absence models

  2020cites this paper
• Pan-cancer analysis demonstrates that integrating polygenic risk scores with modifiable risk factors improves risk prediction

  2020cites this paper
• A note on estimating the Cox‐Snell R2 from a reported C statistic (AUROC) to inform sample size calculations for developing a prediction model with a binary outcome

  2020cites this paper
• A computational model for GPCR-ligand interaction prediction

  2020cites this paper
• Integration of polygenic risk scores with modifiable risk factors improves risk prediction: results from a pan-cancer analysis

  2020cites this paper
• Acoustic and language analysis of speech for suicidal ideation among US veterans

  2020cites this paper
• High-sensitive cardiac troponin T as a marker of hemorrhagic complications in elderly patients anticoagulated for non-massive pulmonary embolism.

  2019cites this paper
• Estimating CDKN2A mutation carrier probability among global familial melanoma cases using GenoMELPREDICT.

  2019cites this paper
• Transparent Reporting on Research Using Unstructured Electronic Health Record Data to Generate ‘Real World’ Evidence of Comparative Effectiveness and Safety

  2019cites this paper
• Measures for evaluation of prognostic improvement under multivariate normality for nested and nonnested models

  2019cites this paper
• High‐throughput serum proteomics for the identification of protein biomarkers of mortality in older men

  2018cites this paper
• A novel metric that quantifies risk stratification for evaluating diagnostic tests: The example of evaluating cervical-cancer screening tests across populations.

  2018cites this paper
• Predicting smoking abstinence with biological and self-report measures of adherence to varenicline: Impact on pharmacogenetic trial outcomes.

  2018cites this paper
• Urinary neutrophil gelatinase-associated lipocalin-guided risk assessment for major adverse kidney events after open-heart surgery.

  2018cites this paper
• MANAGING CARDIOVASCULAR RISK IN HYPERTENSION: METHODOLOGICAL ISSUES IN BLOOD PRESSURE DATA ANALYSIS

  2017cites this paper
• Well‐Discriminated Forecasts

  2017cites this paper
• Discrimination slope and integrated discrimination improvement – properties, relationships and impact of calibration

  2017cites this paper
• Net reclassification index at event rate: properties and relationships

  2017cites this paper
• A Preoperative Multimarker Approach to Evaluate Acute Kidney Injury After Cardiac Surgery.

  2017influential citation
• A tutorial on variable selection for clinical prediction models: feature selection methods in data mining could improve the results.

  2016cites this paper
• A risk stratification approach for improved interpretation of diagnostic accuracy statistics

  2016cites this paper
• Is the area under an ROC curve a valid measure of the performance of a screening or diagnostic test?

  2014cites this paper
• How to interpret a small increase in AUC with an additional risk prediction marker: decision analysis comes through

  2014cites this paper
• Editorial

  2013cites this paper
• Six articles related to risk assessment and prediction based on work presented at the October 12–14, 2011 Conference on Risk Assessment and Evaluation of Predictions in Silver Spring, Maryland.

  2013cites this paper