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Machine learning‑based prediction of new onset of atrial fibrillation after mitral valve surgery

Background New-onset postoperative atrial fibrillation (nPOAF) is a common complication after cardiac surgery (30– 50%), being associated with unfavorable long-term outcomes. Using the Society of Thoracic Surgeons National Adult Cardiac Database, we used machine learning (ML)...
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A single‑center outcome of choosing catheter ablation as the initial treatment in tachycardia–bradycardia syndrome and a new predictive factor for pacemaker implantation

Kim H, Kim J, Kim J, Park S, Park K, On Y

Background The relationship between sinus node dysfunction and atrial fibrillation (AF) has been well known. The reversibility of sinus node dysfunction is indeed a critical factor in determining the treatment strategy in patients with tachycardia–bradycardia syndrome (TBS). We aimed to assess...
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