[HTML][HTML] Significance of Intraoperative Medication Data and Predictive Model Selection for Predicting Postoperative First-Time Atrial Fibrillation

J Yu, E Johnson, Y Deng, S Zhang… - AMIA Summits on …, 2023 - ncbi.nlm.nih.gov
Atrial fibrillation (AF) is the most common sustained cardiac arrhythmia in clinical practice
and has a well-established association with coronary artery bypass graft (CABG) surgery …

[HTML][HTML] Internal Validation of a Risk Score for Prediction of Postoperative Atrial Fibrillation after Cardiac Surgery

RM Ronsoni, TLL Leiria, LM Pires, ML Kruse… - International Journal of …, 2019 - SciELO Brasil
Background: Postoperative atrial fibrillation (POAF) after cardiac surgery has great clinical
and economic implications. Many attempts have been made to identify risk factors aiming at …

Machine learning outperforms existing clinical scoring tools in the prediction of postoperative atrial fibrillation during intensive care unit admission after cardiac surgery

R Karri, A Kawai, YJ Thong, DM Ramson… - Heart, Lung and …, 2021 - Elsevier
Objective (s) Using the Medical Information Mart for Intensive Care III (MIMIC-III) database,
we compared the performance of machine learning (ML) to the to the established gold …

ECG-based prediction of atrial fibrillation development following coronary artery bypass grafting

S Sovilj, A Van Oosterom, G Rajsman… - Physiological …, 2010 - iopscience.iop.org
In patients undergoing coronary artery bypass grafting (CABG) surgery, post-operative atrial
fibrillation (AF) occurs with a prevalence of up to 40%. The highest incidence is seen …

Performance and validation of a simplified postoperative atrial fibrillation risk score

L Chen, X Du, J Dong, CS Ma - Pacing and Clinical …, 2018 - Wiley Online Library
Background Postoperative atrial fibrillation (POAF) occurs in 20–40% patients who received
isolated coronary artery cardiac bypass surgery (CABG). Several POAF risk prediction …

[PDF][PDF] Algorithm for selecting predictors and prognosis of atrial fibrillation in patients with coronary artery disease after coronary artery bypass grafting

BI Geltser, KI Shakhgeldyan, VY Rublev… - Russian Journal of …, 2021 - russjcardiol.elpub.ru
Aim. To develop an algorithm for selecting predictors and prognosis of atrial fibrillation (AF)
in patients with coronary artery disease (CAD) after coronary artery bypass grafting (CABG) …

[HTML][HTML] Left atrial size; a missing component in scoring systems for predicting atrial fibrillation following coronary artery bypass surgery

A Karimi, H Goodarzynejad, SH Mortazavi… - Acta Cardiologica …, 2020 - ncbi.nlm.nih.gov
Background Several risk factors have been associated with the development of
postoperative atrial fibrillation (AF). However, some important factors that may play …

[HTML][HTML] RNAs and gene expression predicting postoperative atrial fibrillation in cardiac surgery patients undergoing coronary artery bypass grafting

MS Khan, K Yamashita, V Sharma, R Ranjan… - Journal of Clinical …, 2020 - mdpi.com
Postoperative atrial fibrillation (POAF) is linked with increased morbidity, mortality rate and
financial liability. About 20–50% of patients experience POAF after coronary artery bypass …

[PDF][PDF] Postoperative atrial fibrillation prediction following isolated surgical aortic valve replacement.

AC Iliescu, DL Salaru, I Achitei, M Grecu… - Anatolian Journal of …, 2018 - jag.journalagent.com
Objective: Postoperative atrial fibrillation (POAF) is the most common complication following
cardiac surgery, with increased risk of stroke and high mortality. Our aim was to identify …

[HTML][HTML] Nomogram predicts atrial fibrillation after coronary artery bypass grafting

J Gong, Y Wei, Q Zhang, J Tang, Q Chang - BMC cardiovascular disorders, 2022 - Springer
Objective Using the nomogram to intuitively predict atrial fibrillation after coronary artery
bypass grafting. Identify high-risk patients with atrial fibrillation and provide preoperative …