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References from Development and validation of the GLORIA-AF Stroke Weighted Risk Score for patients with atrial fibrillation. Local targets link to admitted publications; unresolved targets remain external evidence.
Global burden of atrial fibrillation/atrial flutter and its attributable risk factors from 1990 to 2021
10.1093/europace/euae195 · 2024 · External reference
Predicting thromboembolic and bleeding event risk in patients with non-valvular atrial fibrillation: a systematic review
10.1055/s-0038-1675400 · 2018 · External reference
Trends in global burden and socioeconomic profiles of atrial fibrillation and atrial flutter: insights from the global burden of disease study 2021
10.1016/j.cjco.2024.11.017 · 2025 · External reference
Atrial fibrillation: stroke prevention
10.1016/j.lanepe.2023.100797 · 2024 · External reference
Contribution of atrial fibrillation to incidence and outcome of ischemic stroke: results from a population-based study
10.1161/01.str.0000166053.83476.4a · 2005 · External reference
Association of burden of atrial fibrillation with risk of ischemic stroke in adults with paroxysmal atrial fibrillation: the KP-RHYTHM study
10.1001/jamacardio.2018.1176 · 2018 · External reference
Refining clinical risk stratification for predicting stroke and thromboembolism in atrial fibrillation using a novel risk factor-based approach: the euro heart survey on atrial fibrillation
10.1378/chest.09-1584 · 2010 · External reference
Assessment and mitigation of bleeding risk in atrial fibrillation and venous thromboembolism: executive summary of a European and Asia-Pacific expert consensus paper
10.1055/s-0042-1750385 · 2022 · External reference
2024 ESC guidelines for the management of atrial fibrillation developed in collaboration with the European association for cardio-thoracic surgery (EACTS)
10.1093/eurheartj/ehae176 · 2024 · External reference
Predicting the absolute risk of ischemic stroke in Asian patients with atrial fibrillation: comparing the COOL-AF risk score with CARS/mCARS models for absolute risk and the CHA2DS2-VASc score
10.3390/jcm12072449 · 2023 · External reference
Improving risk prediction for death, stroke and bleeding in Asian patients with atrial fibrillation
10.1111/eci.13886 · 2023 · External reference
Left atrial diameter in the prediction of thromboembolic event and death in atrial fibrillation
10.3390/jcm11071838 · 2022 · External reference
Evaluation of risk stratification schemes for ischaemic stroke and bleeding in 182 678 patients with atrial fibrillation: the Swedish atrial fibrillation cohort study
10.1093/eurheartj/ehr488 · 2012 · External reference
Machine learning to predict stroke risk from routine hospital data: a systematic review
10.1016/j.ijmedinf.2025.105811 · 2025 · External reference
Performance of multilabel machine learning models and risk stratification schemas for predicting stroke and bleeding risk in patients with non-valvular atrial fibrillation
10.1016/j.compbiomed.2022.106126 · 2022 · External reference
Improving stroke risk prediction in the general population: a comparative assessment of common clinical rules, a new multimorbid Index, and machine-learning-based algorithms
10.1055/a-1467-2993 · 2022 · External reference
Antithrombotic treatment patterns in patients with newly diagnosed nonvalvular atrial fibrillation: the GLORIA-AF registry, phase II
10.1016/j.amjmed.2015.07.013 · 2015 · External reference
Design and rationale of global registry on long-term oral antithrombotic treatment in patients with atrial fibrillation: a global registry program on long-term oral antithrombotic treatment in patients with atrial fibrillation
10.1016/j.ahj.2013.12.006 · 2014 · External reference
Incidence and risk factors for residual adverse events despite anticoagulation in atrial fibrillation: results from phase II/III of the GLORIA-AF registry
10.1161/jaha.122.026410 · 2022 · External reference
Regression shrinkage and selection via the lasso
10.1111/j.2517-6161.1996.tb02080.x · 1996 · External reference
Stability selection
10.1111/j.1467-9868.2010.00740.x · 2010 · External reference
Partial residuals for the proportional hazards regression model
10.1093/biomet/69.1.239 · 1982 · External reference
Presentation of multivariate data for clinical use: the framingham study risk score functions
10.1002/sim.1742 · 2004 · External reference
Evaluating the yield of medical tests
10.1001/jama.1982.03320430047030 · 1982 · External reference
Cross-validatory choice and assessment of statistical predictions
10.1111/j.2517-6161.1974.tb00994.x · 1974 · External reference
10.1145/2939672.2939785
10.1145/2939672.2939785 · External reference
Random forests
10.1023/a:1010933404324 · 2001 · External reference
Extensions of net reclassification improvement calculations to measure usefulness of new biomarkers
10.1002/sim.4085 · 2011 · External reference
Evaluating the added predictive ability of a new marker: from area under the ROC curve to reclassification and beyond
10.1002/sim.2929 · 2008 · External reference
A calibration hierarchy for risk models was defined: from utopia to empirical data
10.1016/j.jclinepi.2015.12.005 · 2016 · External reference
Assessing the performance of prediction models: a framework for traditional and novel measures
10.1097/ede.0b013e3181c30fb2 · 2010 · External reference
Decision curve analysis: a novel method for evaluating prediction models
10.1177/0272989x06295361 · 2006 · External reference
Prognosis and treatment of atrial fibrillation in Asian cities: 1-year review of the Asia-Pacific heart rhythm society atrial fibrillation registry
10.1093/europace/euab327 · 2022 · External reference
Contemporary stroke prevention strategies in 11 096 European patients with atrial fibrillation: a report from the EURObservational research programme on atrial fibrillation (EORP-AF) long-term general registry
10.1093/europace/eux301 · 2018 · External reference
Patient care pathways and risk assessments in patients with atrial fibrillation: a comparison of Asian versus non-Asian cohorts
10.1055/a-2595-5575 · 2025 · External reference
Comprehensive comparison of stroke risk score performance: a systematic review and meta-analysis among 6 267 728 patients with atrial fibrillation
10.1093/europace/euac096 · 2022 · External reference
GARFIELD-AF risk score for mortality, stroke, and bleeding within 2 years in patients with atrial fibrillation
10.1093/ehjqcco/qcab028 · 2022 · External reference
The ABC (age, biomarkers, clinical history) stroke risk score: a biomarker-based risk score for predicting stroke in atrial fibrillation
10.1093/eurheartj/ehw054 · 2016 · External reference
A new risk scheme to predict ischemic stroke and other thromboembolism in atrial fibrillation: the ATRIA study stroke risk score
10.1161/jaha.113.000250 · 2013 · External reference