Performance of atrial fibrillation risk prediction models in over 4 million individuals

S Khurshid, U Kartoun, JM Ashburner… - … : Arrhythmia and …, 2021 - Am Heart Assoc
… In the current study, improved model performance is likely … Our findings, therefore, suggest
that risk model performance may … the gains in predictive performance we observed translate to …

[HTML][HTML] Predictive performance of the CHA2DS2‐VASc rule in atrial fibrillation: a systematic review and meta‐analysis

S van Doorn, TPA Debray, F Kaasenbrood… - Journal of thrombosis …, 2017 - Elsevier
… The CHA2DS2‐VASc decision rule is widely recommended for estimating stroke risk in
patients with atrial fibrillation (AF), although validation studies show ambiguous and conflicting …

Predicting recurrent atrial fibrillation after catheter ablation: a systematic review of prognostic models

J Dretzke, N Chuchu, R Agarwal, C Herd, W Chua… - EP …, 2020 - academic.oup.com
… assessed the performance of modelsf (risk scores) for predicting recurrence of atrial fibrillation
(… Atrial fibrillation (AF) is the most common arrhythmia diagnosed in clinical practice, and …

Predicting atrial fibrillation in primary care using machine learning

NR Hill, D Ayoubkhani, P McEwan, DM Sugrue… - PloS one, 2019 - journals.plos.org
… The optimal time-varying machine learning model exhibited greater predictive performance
than existing AF risk models and reflected known and new patient risk factors for AF. …

External performance of the HAVOC score for the prediction of new incident atrial fibrillation

G Ntaios, K Perlepe, D Lambrou, G Sirimarco… - Stroke, 2020 - Am Heart Assoc
… disease) was proposed for the prediction of atrial fibrillation (AF) after cryptogenic stroke. It
… We aimed to assess its performance in an external cohort of patients with embolic stroke of …

Predicting atrial fibrillation and its complications

A Alonso, FL Norby - Circulation Journal, 2016 - jstage.jst.go.jp
Atrial fibrillation (AF) is a common cardiac arrhythmia … is now possible using validated
predictive models that take into … These models have shown adequate performance in racially and …

Performance of the HEMORR2HAGES, ATRIA, and HAS-BLED Bleeding Risk–Prediction Scores in Patients With Atrial Fibrillation Undergoing Anticoagulation: The …

S Apostolakis, DA Lane, Y Guo, H Buller… - Journal of the American …, 2012 - jacc.org
… The objective of this study was to compare the predictive performance of bleeding risk–estimation
tools in a cohort of patients with atrial fibrillation (AF) undergoing anticoagulation. …

Atrial ectopy as a predictor of incident atrial fibrillation: a cohort study

TA Dewland, E Vittinghoff, MC Mandyam… - Annals of internal …, 2013 - acpjournals.org
… Our findings imply that differences in AF risk model performance between studies can
potentially be explained by duration of follow-up, age distribution of the examined cohort, and …

The electrocardiogram as a predictor of successful pharmacological cardioversion and progression of atrial fibrillation

S Zeemering, TAR Lankveld, P Bonizzi… - EP …, 2018 - academic.oup.com
… Many non-invasive atrial fibrillation (AF) complexity … the fibrillation process attained high
prediction performance, outperforming established clinical predictors such as weight and atrial

Comparative Performance of ATRIA, CHADS2, and CHA2DS2-VASc Risk Scores Predicting Stroke in Patients With Atrial Fibrillation: Results From a National …

HA van den Ham, OH Klungel, DE Singer… - Journal of the American …, 2015 - jacc.org
Atrial fibrillation (AF) is one of the most common cardiac … , the ATRIA (Anticoagulation and
Risk Factors in Atrial Fibrillation) … This study compares the predictive ability of the ATRIA risk …