Journal of cardiovascular development and disease
Subclinical Atrial Fibrillation Prediction in Patients with CIED by a Novel Deep Learning Framework.
Yongying Lan, Chengze Lin, Ning Zhang, Qing Cao, Qi Jin, Qingzhi Luo, Yue Wei, Yangyang Bao, Changjian Lin, Wenqi Pan, Kang Chen, Liqun Wu, Yun Xie
Published: 202510.3390/jcdd13010018
Abstract
BACKGROUND: Subclinical atrial fibrillation (SCAF), a key risk factor for cryptogenic stroke, is difficult to predict with current tools. This study aimed to develop a novel deep learning framework, ResKAN-Attention, using only routine clinical data…
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