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Using Machine Learning to Enhance Prediction of Atrial Fibrillation Recurrence after Catheter Ablation

https://doi.org/10.2139/ssrn.4138247
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25/25 checkable references clean · checked 2026-07-23

Every reference with a DOI in the deposited reference list resolved to a known work in Crossref or DataCite at the dated check, and none carried a retraction, withdrawal, or removal notice.

4 without a DOI — not checked. A reference deposited without a DOI is never matched by title or guessed at; it stays outside the checked set, and this line discloses that.

The 25 checked references that resolve
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The Clinical Profile and Pathophysiology of Atrial Fibrillation
resolves10.1212/WNL.28.10.973
Epidemiologic assessment of chronic atrial fibrillation and risk of stroke
resolves10.1007/s00392-017-1123-0
Clinical scores for outcomes of rhythm control or arrhythmia progression in patients with atrial fibrillation: a systematic review
resolves10.1093/europace/eux275
2017 HRS/EHRA/ECAS/APHRS/SOLAECE expert consensus statement on catheter and surgical ablation of atrial fibrillation: Executive summary
resolves10.1007/s10840-006-9003-y
Predictors of early recurrence and delayed cure after segmental pulmonary vein isolation for paroxysmal atrial fibrillation without structural heart disease
resolves10.1016/S0735-1097(02)01939-3
Clinical significance of early recurrences of atrial fibrillation after pulmonary vein isolation
resolves10.1023/B:JICE.0000026915.02503.92
Predictors of Early and Late Recurrence of Atrial Fibrillation after Catheter Ablation of Paroxysmal Atrial Fibrillation
resolves10.1016/j.jacep.2020.09.029
Early Recurrence Is Reliable Predictor of Late Recurrence After Radiofrequency Catheter Ablation of Atrial Fibrillation
resolves10.1093/europace/euaa041
Predicting recurrent atrial fibrillation after catheter ablation: a systematic review of prognostic models
resolves10.1093/europace/eux013
Left atrial volume predicts atrial fibrillation recurrence after radiofrequency ablation: a meta-analysis
resolves10.1378/chest.09-1584
Refining Clinical Risk Stratification for Predicting Stroke and Thromboembolism in Atrial Fibrillation Using a Novel Risk Factor-Based Approach
resolves10.15420/ecr.2019.30.2
Predictors of Recurrence of AF in Patients After Radiofrequency Ablation
resolves10.1007/s10840-019-00560-9
Characterization of atrial flutter after pulmonary vein isolation by cryoballoon ablation
resolves10.1161/CIRCEP.107.754564
Atrial Remodeling and Atrial Fibrillation
resolves10.1016/j.amjcard.2018.12.047
Comparison of Accuracy of Left Atrial Area and Volume by Two-dimensional Trans-thoracic Echocardiography Versus Computed Tomography
resolves10.1093/ehjci/jet017
Left atrial volumetry from routine diagnostic work up prior to pulmonary vein ablation is a good predictor of freedom from atrial fibrillation
resolves10.1093/europace/eup198
Left atrial volume calculated by multi-detector computed tomography may predict successful pulmonary vein isolation in catheter ablation of atrial fibrillation
resolves10.1016/j.ijcard.2015.01.060
Left atrial volume is more important than the type of atrial fibrillation in predicting the long-term success of catheter ablation
resolves10.1111/jce.14391
Computed tomography‐derived left atrial volume index, sex, and age to predict the presence and the extent of left atrial low‐voltage zones in patients with atrial fibrillation: The ZAQ score
resolves10.1016/j.amjcard.2020.10.061
Cardiac Computed Tomography-Derived Left Atrial Volume Index as a Predictor of Long-Term Success of Cryo-Ablation in Patients With Atrial Fibrillation
resolves10.1161/CIRCEP.120.009265
Machine Learning–Derived Fractal Features of Shape and Texture of the Left Atrium and Pulmonary Veins From Cardiac Computed Tomography Scans Are Associated With Risk of Recurrence of Atrial Fibrillation Postablation
resolves10.1186/s12880-021-00578-4
A new machine learning approach for predicting likelihood of recurrence following ablation for atrial fibrillation from CT
resolves10.1007/s10840-020-00741-x
Significance of early recurrence of atrial fibrillation after catheter ablation: a nationwide Danish cohort study
resolves10.1007/s10840-019-00639-3
Early recurrence of atrial fibrillation after pulmonary vein isolation: a comparative analysis between cryogenic and contact force radiofrequency ablation
resolves10.1253/circj.72.1125
Predictive Value of Early Recurrence and Delayed Cure After Catheter Ablation for Patients With Chronic Atrial Fibrillation
The 4 references without a DOI — listed, not checked
no DOI — not checkedref4
no DOI — not checkedEarly recurrence of atrial tachyarrhythmias following radiofrequency catheter ablation of atrial fibrillation
no DOI — not checkedref7
no DOI — not checkedref15
What this badge says. CiteStamped means the CHECKABLE references of this work were clean at the dated check: each resolved to a known work in a public registry, and none carried a retraction notice at that time. It says nothing about the quality, findings, or importance of the work itself, and nothing about references deposited without a DOI.

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