Enhanced Atrial Fibrillation Prediction in ESUS Patients with Hypergraph-based Pre-training

By: Yuzhang Xie, Yuhua Wu, Ruiyu Wang, Fadi Nahab, Xiao Hu, Carl Yang

Published: 2026-03-17

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Abstract

This research focuses on improving the prediction of Atrial Fibrillation in ESUS (Embolic Stroke of Undetermined Source) patients by utilizing a hypergraph-based pre-training approach, demonstrating a direct and impactful application in clinical cardiology and patient care.

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