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A. Nakonechnyi

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Open access Aug 2026

Dynamic Risk Assessment for the Development of Persistent Atrial Fibrillation Using Statistical and Machine Learning Approaches

CIED‐detected AF burden is strongly associated with progression to persistent AF, and ML‐based analysis of 6‐month device data enables accurate, point‐in‐time risk stratification to support earlier and more targeted clinical management.

A. Nakonechnyi, Shaul Geliaks, I. Goldenberg et al. · 0 citations